From 1ae14a5e92e77adc1340760cec043d28b6e0ba3f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 18 Jul 2026 01:20:11 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: NeTSlab/gpt2_parfind_en_zh_equal Source: Original Platform --- .gitattributes | 35 + README.md | 30 + __init__.py | 1 + boundary_discovery.py | 49 + config.json | 32 + generation_config.json | 7 + model.safetensors | 3 + multilingual_meta.json | 20 + paradigm_utils.py | 430 + paradigms.json | 50851 ++++++++++++++++++++++++++++++++++++++ preprocess_config.json | 6 + preprocessing.py | 26 + revision_info.json | 13 + special_tokens_map.json | 30 + tokenizer.json | 32274 ++++++++++++++++++++++++ tokenizer.py | 602 + tokenizer_config.json | 67 + 17 files changed, 84476 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 __init__.py create mode 100644 boundary_discovery.py create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model.safetensors create mode 100644 multilingual_meta.json create mode 100644 paradigm_utils.py create mode 100644 paradigms.json create mode 100644 preprocess_config.json create mode 100644 preprocessing.py create mode 100644 revision_info.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer.py create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b6823e7 --- /dev/null +++ b/README.md @@ -0,0 +1,30 @@ +--- +language: + - en + - zh +tags: + - causal-lm + - language-model + - babylm + - babylm-2026 + - multilingual + - gpt2 + - paradigmfinder +pipeline_tag: text-generation +library_name: transformers +--- + +# gpt2_parfind_en_zh_equal + +Bilingual GPT-2 model packaged for the BabyLM 2026 multilingual evaluation track. + +Source experiment: `/home/achille.fusco/pr_baby_lm/BabyLM_2026_ENH/04-experiments/model_gpt2_ParFindFast_eng_zho_BD_budget16k_zhchildes_v1.0` + +Hugging Face target repo: `NeTSlab/gpt2_parfind_en_zh_equal` + +Current status on July 6, 2026: `resume_running` + +Notes: +- `main` is intended to point to the final 1000M checkpoint (`epoch_9`). +- The custom ParadigmFinder tokenizer is bundled with the model files. +- Loading from HF requires `trust_remote_code=True`. diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..a9a2c5b --- /dev/null +++ b/__init__.py @@ -0,0 +1 @@ +__all__ = [] diff --git a/boundary_discovery.py b/boundary_discovery.py new file mode 100644 index 0000000..0456a2a --- /dev/null +++ b/boundary_discovery.py @@ -0,0 +1,49 @@ +import re +from typing import Iterable, List + + +DEFAULT_ANCHOR_RE = re.compile(r"[.!?;:,…·。！？；：，、（）()\[\]{}\"'«»\n\r\t]+") + + +def anchor_sequences( + text: str, + space_marker: str = "_", + min_sequence_length: int = 2, +) -> List[str]: + """Return true-anchored sequences with internal spaces preserved as markers. + + This mirrors the MorPiece boundary-discovery preparation step closely: + split only on strong punctuation/newline anchors, keep spaces inside a span + as a soft cue rather than a delimiter, and drop very short fragments. + """ + pieces = [] + for seg in DEFAULT_ANCHOR_RE.split(text): + if not seg: + continue + filtered = "".join(ch for ch in seg if ch.isalpha() or ch in (" ", "'", "-")) + filtered = re.sub(r"\s+", " ", filtered).strip() + if len(filtered) < min_sequence_length: + continue + pieces.append(filtered.replace(" ", space_marker)) + return pieces + + +def collect_boundary_units( + lines: Iterable[str], + space_marker: str = "_", + min_sequence_length: int = 2, + shorter_first: bool = True, +) -> List[str]: + """Collect anchored training units from a raw-text iterator.""" + units = [] + for line in lines: + units.extend( + anchor_sequences( + line, + space_marker=space_marker, + min_sequence_length=min_sequence_length, + ) + ) + if shorter_first: + units.sort(key=len) + return units diff --git a/config.json b/config.json new file mode 100644 index 0000000..1d27d01 --- /dev/null +++ b/config.json @@ -0,0 +1,32 @@ +{ + "activation_function": "gelu_new", + "architectures": [ + "GPT2LMHeadModel" + ], + "attn_pdrop": 0.1, + "bos_token_id": 2, + "embd_pdrop": 0.1, + "eos_token_id": 3, + "initializer_range": 0.02, + "layer_norm_epsilon": 1e-05, + "model_type": "gpt2", + "n_embd": 768, + "n_head": 12, + "n_inner": null, + "n_layer": 12, + "n_positions": 1024, + "pad_token_id": 0, + "reorder_and_upcast_attn": false, + "resid_pdrop": 0.1, + "scale_attn_by_inverse_layer_idx": false, + "scale_attn_weights": true, + "summary_activation": null, + "summary_first_dropout": 0.1, + "summary_proj_to_labels": true, + "summary_type": "cls_index", + "summary_use_proj": true, + "torch_dtype": "float32", + "transformers_version": "4.53.2", + "use_cache": true, + "vocab_size": 32219 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..ec9436b --- /dev/null +++ b/generation_config.json @@ -0,0 +1,7 @@ +{ + "_from_model_config": true, + "bos_token_id": 2, + "eos_token_id": 3, + "pad_token_id": 0, + "transformers_version": "4.53.2" +} diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..fc1cd56 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7c5bc6c3e5bc88bd7695aaa346a9acdea08497b1601d8936d70e1911e188019 +size 442361472 diff --git a/multilingual_meta.json b/multilingual_meta.json new file mode 100644 index 0000000..c9e39e0 --- /dev/null +++ b/multilingual_meta.json @@ -0,0 +1,20 @@ +{ + "mode": "soft", + "budget_per_language": 16384, + "languages": [ + "eng", + "zho" + ], + "tokens_per_language": { + "eng": 16384, + "zho": 16231 + }, + "shared_token_instances_deduped": 93, + "final_vocab_size": 32526, + "space_free_lexicon_languages": [ + "zho" + ], + "space_free_lexicon_token_counts": { + "zho": 16231 + } +} \ No newline at end of file diff --git a/paradigm_utils.py b/paradigm_utils.py new file mode 100644 index 0000000..18eacb1 --- /dev/null +++ b/paradigm_utils.py @@ -0,0 +1,430 @@ +# paradigm_utils.py + +import time +from collections import defaultdict +from tqdm import tqdm +import os +import math +import json +from typing import List, Tuple, Set, Dict, Any + +def _serialize_suffixes(sfx_set): + flat = [] + for s in sfx_set: + if isinstance(s, tuple): + base, nested = s + flat.append([base, sorted(list(nested))]) # JSON-safe pair + else: + flat.append(s) # plain string + # stable order: strings first, then pairs; then lexicographic + def key(x): + return (0, x) if isinstance(x, str) else (1, x[0], tuple(x[1])) + return sorted(flat, key=key) + +def paradigms_to_json(paradigms): + out = [] + for stems, suffixes in paradigms: + out.append({ + "stems": sorted(list(stems)), + "suffixes": _serialize_suffixes(suffixes), + }) + return out + +def save_paradigms_json(paradigms, path, meta=None): + payload = { + "schema_version": 1, + "created_at": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()), + "meta": meta or {}, + "paradigms": paradigms_to_json(paradigms), + } + with open(path, "w", encoding="utf-8") as f: + json.dump(payload, f, ensure_ascii=False, indent=2) + +def _deserialize_suffixes(sfx_list): + out = set() + for item in sfx_list: + if isinstance(item, list): # [base, nested_list] + base, nested = item + out.add((base, frozenset(nested))) + else: + out.add(item) + return out + +def load_paradigms_json(path): + with open(path, "r", encoding="utf-8") as f: + payload = json.load(f) + paradigms = [] + for p in payload["paradigms"]: + stems = set(p["stems"]) + suffixes = _deserialize_suffixes(p["suffixes"]) + paradigms.append((stems, suffixes)) + meta = payload.get("meta", {}) + return paradigms, meta + +### ----------------------------- +### 1. Extract (stem, suffix) pairs from vocabulary +### ----------------------------- + +def extract_stem_suffix_pairs(vocab): + """Return a mapping from stems to all suffixes they occur with, including null suffix.""" + stem_to_suffixes = defaultdict(set) + for word in tqdm(vocab, desc="[1/7] Extracting stem-suffix pairs"): + for i in range(0, len(word) + 1): # include empty suffix + stem, suffix = word[:i], word[i:] + stem_to_suffixes[stem].add(suffix) + return stem_to_suffixes + +### ----------------------------- +### 2. Group stems by shared suffix sets and normalize by common prefix +### ----------------------------- + +def group_stems_by_suffixes(stem_to_suffixes, min_shared_stems=2, min_suffixes=2): + suffix_to_stems = defaultdict(set) + for stem, suffixes in stem_to_suffixes.items(): + suffix_key = frozenset(suffixes) + suffix_to_stems[suffix_key].add(stem) + + normalized_suffix_map = defaultdict(set) + + for suffixes, stems in tqdm(suffix_to_stems.items(), desc="[2/7] Grouping and normalizing"): + non_empty_suffixes = [s for s in suffixes if s] + if len(stems) >= min_shared_stems and len(suffixes) >= min_suffixes: + common_prefix = os.path.commonprefix(non_empty_suffixes) if non_empty_suffixes else "" + + if common_prefix: + normalized_stems = {stem + common_prefix for stem in stems} + adjusted_suffixes = {s[len(common_prefix):] if s.startswith(common_prefix) else s for s in suffixes} + else: + normalized_stems = stems + adjusted_suffixes = suffixes + + if len(adjusted_suffixes) >= min_suffixes: + suffix_key = frozenset(adjusted_suffixes) + normalized_suffix_map[suffix_key].update(normalized_stems) + + paradigms = [(stems, set(suffixes)) for suffixes, stems in normalized_suffix_map.items()] + return paradigms + +### ----------------------------- +### 3. Expand stem sets based on suffix set coverage +### ----------------------------- + +def stem_set_expansion(paradigms, stem_to_suffixes): + updated = 0 + suffix_to_stems = {frozenset(suffixes): set(stems) for stems, suffixes in paradigms} + + for stem, suffixes in tqdm(stem_to_suffixes.items(), desc="[3/7] Expanding stem sets"): + added = False + for paradigm_suffixes in sorted(suffix_to_stems.keys(), key=lambda x: (-len(x), tuple(sorted(x)))): + if paradigm_suffixes.issubset(suffixes): + if stem not in suffix_to_stems[paradigm_suffixes]: + suffix_to_stems[paradigm_suffixes].add(stem) + updated += 1 + added = True + if not added and stem == 'design': + print(f"[DEBUG] No suitable paradigm for 'design' with suffixes {suffixes}") + + enriched = [(stems, set(suffixes)) for suffixes, stems in suffix_to_stems.items()] + print(f"✅ Added {updated} stems via stem set expansion.") + return enriched + +### ----------------------------- +### 4. Expand suffix sets based on partial compatibility +### ----------------------------- + +def harmonic_number(n): + return sum(1.0 / i for i in range(1, n + 1)) + +def suffix_set_expansion(paradigms): + base = paradigms[:] # snapshot + merged = [ (set(stems), set(suffixes)) for stems, suffixes in base ] + enriched_count = 0 + + # Iterate in a deterministic order + for i, (stems_i, suffixes_i) in enumerate(sort_paradigms(merged)): + for j, (stems_j, suffixes_j) in enumerate(sort_paradigms(merged)): + if i == j: + continue + if suffixes_i > suffixes_j: + intersection = stems_i & stems_j + denom = max(1, len(stems_j)) # guard + if (len(stems_j) - len(intersection)) < (len(stems_j) / harmonic_number(denom)): + stems_i |= stems_j + enriched_count += 1 + # do not mutate stems_j/suffixes_j further + + print(f"\n✅ Enriched {enriched_count} paradigms via suffix set expansion.") + # Return back in original tuple-of-sets form + return [ (set(st), set(sf)) for st, sf in sort_paradigms(merged) ] + +### ----------------------------- +### 5. Prune subsumed stems +### ----------------------------- + +def prune_subsumed_stems(paradigms): + pruned_paradigms = [] + for i, (stems_i, suffixes_i) in enumerate(paradigms): + pruned_stems = set(stems_i) + for j, (stems_j, suffixes_j) in enumerate(paradigms): + if i == j: + continue + if suffixes_j >= suffixes_i: + pruned_stems -= (stems_j & stems_i) + if pruned_stems: + pruned_paradigms.append((pruned_stems, suffixes_i)) + print(f"✅ Pruned to {len(pruned_paradigms)} paradigms after removing subsumed stems.") + return sort_paradigms(pruned_paradigms) + +### ----------------------------- +### 6. Sort paradigms by size +### ----------------------------- + +def sort_paradigms(paradigms): + """ + Primary: log(len(stems)) * log(len(suffixes)) (DESC) + Ties: (-len(stems), -len(suffixes), lexicographic stems, lexicographic suffix heads) + """ + def score(p): + stems, suffixes = p + if stems and suffixes: + return math.log(len(stems)) * math.log(len(suffixes)) + return 0.0 + + def tie_key(p): + stems, suffixes = p + sfx_heads = [] + for s in suffixes: + sfx_heads.append(s[0] if isinstance(s, tuple) else s) + return (-len(stems), -len(suffixes), + " ".join(sorted(stems)), + " ".join(sorted(sfx_heads))) + + return sorted(paradigms, key=lambda p: (-score(p), tie_key(p))) + +def sort_paradigms_by_suffix_count(paradigms): + def score(p): + stem_count = len(p[0]) + suffix_count = len(p[1]) + if stem_count > 0 and suffix_count > 0: + return suffix_count + return 0 + return sorted(paradigms, key=score, reverse=True) + +def nest_suffixes_from_paradigms(paradigms): + print("[7/7] Nesting suffixes based on reusable paradigms...") + + suffix_set_index = {frozenset(suffixes): True for _, suffixes in paradigms} + nested_paradigms = [] + + for stems, suffixes in paradigms: + suffixes_list = list(suffixes) + nested_suffixes = set() + used = set() + + # deterministic nested pairing + for i, s1 in enumerate(sorted(suffixes_list)): + for j, s2 in enumerate(sorted(suffixes_list)): + if i == j or s2 in used or not isinstance(s1, str) or not isinstance(s2, str): + continue + if s2.startswith(s1) and s1 != '': + remainder = s2[len(s1):] + if remainder and frozenset({'', remainder}) in suffix_set_index: + nested_suffixes.add((s1, frozenset({'', remainder}))) + used.add(s2) + used.add(s1) + break + + for s in suffixes_list: + if s not in used: + nested_suffixes.add(s) + + nested_paradigms.append((set(stems), nested_suffixes)) + + print(f"✅ Nested structure created for {len(nested_paradigms)} paradigms.") + return sort_paradigms(nested_paradigms) + + +def refine_nested_stem_conflicts(paradigms): + """ + Remove stems from higher-ranked paradigms if they are fully explained by nested structures + in lower-ranked paradigms. + + Args: + paradigms: list of (stem_set, suffix_set), where suffix_set may contain nested (str, frozenset) tuples + + Returns: + Refined list of paradigms with redundant derived stems removed + """ + refined_paradigms = paradigms[:] + all_suffix_sets = {frozenset(suffixes) for _, suffixes in paradigms} + + # Build a mapping from nested suffix sets to their parent prefixes + derived_stems = set() + for stems, suffixes in paradigms: + for sfx in suffixes: + if isinstance(sfx, tuple): + base, nested_suffixes = sfx + if frozenset(nested_suffixes) in all_suffix_sets: + for stem in stems: + derived_stems.add(stem + base) + + # Remove derived stems from paradigms with simple suffix sets (like ['', 's']) + updated_paradigms = [] + for stems, suffixes in refined_paradigms: + cleaned_stems = stems - derived_stems + updated_paradigms.append((cleaned_stems, suffixes)) + + print(f"✅ Removed {len(derived_stems)} derived stems explained by nested paradigms.") + return updated_paradigms + + +### ----------------------------- +### 7. Segment word based on ranked paradigms +### ----------------------------- +def recursive_fallback(word, suffix_set): + for suffix in sorted(suffix_set, key=lambda s: -len(s)): + if suffix and word.endswith(suffix): + stem_candidate = word[:-len(suffix)] + rest = recursive_fallback(stem_candidate, suffix_set) + return rest + [suffix] + return [word] # fallback to whole word if nothing matches + + + +### ----------------------------- +### Main runner +### ----------------------------- + +def run_paradigm_extraction(vocab, min_shared_stems=2, min_suffixes=2, enrich_suffix_sets=True): + start = time.time() + stem_to_suffixes = extract_stem_suffix_pairs(vocab) + paradigms = group_stems_by_suffixes(stem_to_suffixes, min_shared_stems, min_suffixes) + paradigms = stem_set_expansion(paradigms, stem_to_suffixes) + paradigms = sort_paradigms(paradigms) + paradigms = prune_subsumed_stems(paradigms) + paradigms = sort_paradigms(paradigms) + paradigms = nest_suffixes_from_paradigms(paradigms) + paradigms = refine_nested_stem_conflicts(paradigms) + + paradigms = sort_paradigms(paradigms) + if enrich_suffix_sets: + print("[4/7] Expanding suffix sets based on partial compatibility...") + paradigms = suffix_set_expansion(paradigms) + + paradigms = sort_paradigms(paradigms) + paradigms = prune_subsumed_stems(paradigms) + paradigms = sort_paradigms(paradigms) + + + + '''# Fallback paradigm for unassigned full words + vocab_words = set(vocab) + assigned_words = set() + for stems, suffixes in paradigms: + for stem in stems: + for suffix in suffixes: + if isinstance(suffix, tuple): + base, _ = suffix + assigned_words.add(stem + base) + else: + assigned_words.add(stem + suffix) + + unassigned_words = vocab_words - assigned_words + if unassigned_words: + print(f"✅ {len(unassigned_words)} full words were not assigned to any paradigm, added fallback paradigm.") + paradigms.append((set(unassigned_words), frozenset({""}))) + + + paradigms = sort_paradigms(paradigms)''' + + print(f"\n✅ Extracted {len(paradigms)} paradigms.") + print(f"⏱️ Finished in {time.time() - start:.2f} seconds.") + return paradigms + +def segment_word_from_nested_paradigms(word, paradigms, fallback=True, top_k=300): + """ + Segment a word based on nested paradigms with optional fallback. + + Parameters: + word (str): The word to segment. + paradigms (list): A list of tuples (stems, suffixes) with optional nesting. + fallback (bool): Whether to fall back on longest suffix match from top_k paradigms. + top_k (int): Number of top paradigms to consider in fallback. + + Returns: + List[str]: Segmented pieces of the word. + """ + + def match_suffixes(suffixes, remainder): + """Recursive helper to match nested suffix structures.""" + for suffix in suffixes: + if isinstance(suffix, tuple): + base, nested = suffix + if remainder.startswith(base): + sub = remainder[len(base):] + nested_result = match_suffixes(nested, sub) + if nested_result is not None: + return [base] + nested_result + elif remainder == suffix: + return [suffix] if suffix else [] + return None + + # First pass: try full nested match + for stems, suffixes in paradigms: + for stem in stems: + if word.startswith(stem): + remainder = word[len(stem):] + matched_suffix = match_suffixes(suffixes, remainder) + if matched_suffix is not None: + return [stem] + matched_suffix + + # Fallback strategy: longest suffix among top_k paradigms + if fallback: + seen_suffixes = set() + + def collect_suffixes(suffixes): + for s in suffixes: + if isinstance(s, tuple): + seen_suffixes.add(s[0]) + collect_suffixes(s[1]) + else: + seen_suffixes.add(s) + + for _, suffixes in paradigms[:top_k]: + collect_suffixes(suffixes) + + # Try matching the longest suffix first + for suffix in sorted(seen_suffixes, key=lambda s: -len(s)): + if suffix and word.endswith(suffix): + stem = word[:-len(suffix)] + return [stem, suffix] + return [word] + + return [word] + + +def segment_word_from_paradigms(word, paradigms, top_k=20): + """ + Simpler fallback-only version: match longest suffix among top_k paradigms. + + Parameters: + word (str): Word to segment. + paradigms (list): Paradigm structures. + top_k (int): How many paradigms to consider. + + Returns: + List[str]: Segmentation result. + """ + candidates = paradigms[:top_k] + best_split = None + for stems, suffixes in candidates: + for suffix in sorted(suffixes, key=lambda s: -len(s) if isinstance(s, str) else -len(s[0])): + if isinstance(suffix, tuple): + suffix = suffix[0] # ignore nested for fallback + if word.endswith(suffix): + stem_candidate = word[:-len(suffix)] if suffix else word + if stem_candidate in stems: + split = [stem_candidate, suffix] if suffix else [stem_candidate] + if best_split is None or len(suffix) > len(best_split[-1]): + best_split = split + return best_split or [word] diff --git a/paradigms.json b/paradigms.json new file mode 100644 index 0000000..8be8ce6 --- /dev/null +++ b/paradigms.json @@ -0,0 +1,50851 @@ +{ + "schema_version": 1, + "created_at": "2026-07-04T10:10:07Z", + "meta": { + "language_specific_paradigms": { + "languages": [ + "eng", + "zho" + ], + "paradigm_counts": { + "eng": { + "paradigm_count": 700, + "extracted_type_count": 50000 + }, + "zho": { + "paradigm_count": 27, + "extracted_type_count": 29067 + } + }, + "zero_morphemes": { + "eng": "", + "zho": "" + } + }, + "min_shared_stems": 2, + "min_suffixes": 2, + "enrich_suffix_sets": true, + "fallback_top_k": 20, + "normalization": { + "lowercase": true, + "separate_apostrophes": false, + "separate_digits": true, + "separate_punctuation": true + }, + "enhanced_features": { + "use_word_boundaries": false, + "null_suffixes_as_tokens": false, + "paradigm_specific_suffixes": false, + "paradigm_specific_roots": false, + "word_boundary_token": "▁", + "null_suffix_token": "ε", + "paradigm_token_format": "{token}_p{paradigm_idx}", + "fallback_mode": "none", + "segment_cache_size": 200000 + }, + "boundary_discovery": { + "boundaries_discovery": true, + "boundary_discovery_mode": "space_free_only", + "boundary_space_marker": "_", + "boundary_min_sequence_length": 2, + "boundary_shorter_first": true + }, + "multilingual_vocab": { + "enabled": true, + "languages": [ + "eng", + "zho" + ], + "budget_per_language": 16384, + "extensions": [ + "*.txt" + ], + "merge_mode": "soft", + "language_dirs": {} + }, + "reuse_existing_paradigms": false, + "track_growth": false, + "language_zero_morphemes": { + "eng": "", + "zho": "" + }, + "space_free_bootstrap": { + "zho": { + "source_path": "/home/achille.fusco/pr_baby_lm/BabyLM_2026_ENH/01-data/multilingual-selection/eng_zho/zho/childes_selection.txt", + "available_bootstrap_words": 29067, + "bootstrap_word_count": 29067, + "min_word_length": 2, + "min_word_frequency": 1, + "require_all_han": true, + "char_mode": "nonspace" + } + }, + "space_free_lexicon": { + "strategy": "greedy_longest_match", + "languages": { + "zho": { + "source_path": "/home/achille.fusco/pr_baby_lm/BabyLM_2026_ENH/01-data/multilingual-selection/eng_zho/zho/childes_selection.txt", + "available_bootstrap_words": 29067, + "bootstrap_word_count": 29067, + "min_word_length": 2, + "min_word_frequency": 1, + "require_all_han": true, + "char_mode": "nonspace", + "budget": 16384, + "available_morpheme_tokens": 8447, + "morpheme_token_count": 8447, + "char_topup_count": 7784, + "remaining_budget_after_morphemes": 7937, + "tokens": [ + "什么", + "然后", + "妈妈", + "我们", + "怎么", + "他们", + "爸爸", + "青蛙", + "没有", + "知道", + "可以", + "还有", + "这里", + "东西", + "大象", + "妖怪", + "是不是", + "里面", + "的时候", + "起来", + "哪里", + "有没有", + "看看", + "阿姨", + "苹果", + "出来", + "好不好", + "这样", + "子", + "儿", + "故事", + "飞机", + "一下", + "的", + "自己", + "孩", + "需要", + "睡觉", + "对不对", + "喜欢", + "现在", + "因为", + "那个", + "颜色", + "觉得", + "一样", + "就是", + "上面", + "后来", + "为什么", + "地方", + "下来", + "长颈鹿", + "告诉", + "一起", + "木头", + "桌子", + "可是", + "发生", + "看", + "这样子", + "这么", + "主人", + "还是", + "宝宝", + "房间", + "老师", + "所以", + "哥哥", + "这儿", + "一点", + "种子", + "医生", + "过来", + "吃饭", + "小朋友", + "它们", + "事情", + "开始", + "要不要", + "那里", + "衣服", + "外面", + "佩奇", + "下去", + "生气", + "以后", + "洗澡", + "孩名", + "朋友", + "进去", + "房子", + "出去", + "回来", + "今天", + "这些", + "空手道", + "怎么样", + "好吃", + "猫咪", + "见", + "弟弟", + "咱们", + "谢谢", + "结果", + "你们", + "害怕", + "姐姐", + "时候", + "下面", + "有一次", + "漂亮", + "不是", + "打翻", + "小孩", + "小心", + "玩具", + "干嘛", + "刚才", + "已经", + "最后", + "厉害", + "妹妹", + "果实", + "晚上", + "那么", + "真的", + "椅子", + "男孩", + "眼睛", + "应该", + "干么", + "好像", + "好多", + "狗狗", + "一直", + "会不会", + "发现", + "到处", + "后面", + "姊姊", + "皮球", + "红色", + "哪儿", + "回家", + "狗儿", + "但是", + "打开", + "瓶", + "的话", + "干吗", + "玩儿", + "乖乖", + "之后", + "乔治", + "奶奶", + "翅膀", + "旁边", + "声音", + "高兴", + "哎呀", + "快点", + "样", + "肚子", + "上去", + "介绍", + "蜜蜂", + "这边", + "地", + "第二", + "从前", + "蜘蛛", + "垃圾", + "游泳", + "动物", + "一定", + "非常", + "太阳", + "办法", + "可不可以", + "吵架", + "昨天", + "好了", + "水果", + "过去", + "不见", + "娃娃", + "找到", + "好玩", + "如果", + "比较", + "名字", + "厨房", + "老鼠", + "垃圾桶", + "好吗", + "有一天", + "好的", + "皮皮鼠", + "哎哟", + "地下室", + "狮子", + "钢琴", + "变成", + "特别", + "赶快", + "游戏", + "怪物", + "好好", + "兔子", + "感觉", + "电视", + "雪儿", + "电话", + "长大", + "马上", + "猫头鹰", + "蟑螂", + "保护", + "嘴巴", + "讲讲", + "一些", + "准备", + "黄色", + "一边", + "毛毛虫", + "同同", + "好", + "打针", + "味道", + "慢慢", + "开心", + "叔叔", + "干净", + "有点", + "那儿", + "杯子", + "花朵", + "楼梯", + "刚刚", + "大的", + "汽车", + "那些", + "沙发", + "里头", + "没关系", + "一会儿", + "形状", + "上班", + "别的", + "点", + "记得", + "香蕉", + "圆形", + "回去", + "猫猫", + "可能", + "鼻子", + "森林", + "草莓", + "不然", + "原来", + "第一", + "怎样", + "强盗", + "晚饭", + "气球", + "希望", + "石头", + "人家", + "阳台", + "别人", + "能不能", + "巴比", + "火车", + "爷爷", + "篮球", + "以前", + "幼儿园", + "里边", + "前面", + "梯子", + "蝴蝶", + "蛋糕", + "受伤", + "女孩", + "朵拉", + "突然", + "盒子", + "窗户", + "接着", + "到", + "车子", + "终于", + "牛奶", + "学会", + "泡泡", + "厕所", + "客厅", + "南瓜", + "学校", + "星星", + "认识", + "怪兽", + "蓝色", + "清楚", + "看一看", + "哈哈", + "嘉嘉", + "寻猫启事", + "上来", + "熊熊", + "卧室", + "培训", + "角落", + "全部", + "动作", + "圆圆", + "屋子", + "绿色", + "其他", + "果汁", + "玉米", + "玻璃", + "听", + "继续", + "起床", + "时间", + "睡着", + "多少", + "说话", + "底下", + "大家", + "甚至", + "帽子", + "镜子", + "巧虎", + "积木", + "胡萝卜", + "关系", + "轩轩", + "头发", + "记不记得", + "奇怪", + "有时候", + "坏人", + "世界", + "医院", + "那边", + "接下来", + "肯定", + "凳", + "耳朵", + "多的", + "忘记", + "蔬菜", + "被子", + "可爱", + "城堡", + "尾巴", + "轮子", + "蚂蚁", + "浴室", + "葡萄", + "老虎", + "哈哈哈", + "意思", + "讲话", + "再见", + "恐龙", + "萝卜", + "只是", + "嗯嗯", + "啊", + "月亮", + "每天", + "第三", + "而且", + "休息", + "讨厌", + "过", + "安静", + "以为", + "宝贝", + "早上", + "小小", + "随便", + "只要", + "鞋子", + "客人", + "广告", + "屁股", + "根本", + "担心", + "明天", + "柜子", + "一点点", + "假装", + "跳舞", + "悄悄", + "能干", + "大大", + "聪明", + "不错", + "进来", + "白色", + "欺负", + "从来", + "小时候", + "虫子", + "勇敢", + "河马", + "其实", + "咪咪", + "那样", + "乌龟", + "是啊", + "本来", + "阿公", + "抽屉", + "画画", + "麻烦", + "会", + "筷子", + "西瓜", + "箱子", + "另外", + "牙齿", + "鸡蛋", + "一口", + "喇叭", + "树叶", + "红红", + "老鹰", + "一会", + "马桶", + "马蜂", + "赶紧", + "马车", + "甜甜", + "姿势", + "专门", + "猴子", + "舒服", + "说明", + "青菜", + "工具", + "打扫", + "上学", + "结束", + "轻轻", + "实在", + "才能", + "叶", + "礼拜", + "下次", + "睡衣", + "盘子", + "对了", + "是吧", + "生病", + "回不来", + "裤子", + "或者", + "原谅", + "超级", + "餐厅", + "盖", + "偷偷", + "轻松", + "上次", + "回答", + "跳跳糖", + "块钱", + "中间", + "拼图", + "远远", + "主意", + "想一想", + "车车", + "分钟", + "对啊", + "流浪", + "练习", + "于是", + "也许", + "卡", + "要不然", + "不", + "勺子", + "对不起", + "徒手", + "松鼠", + "创可贴", + "喘气", + "对的", + "一块", + "做成", + "折腾", + "预备", + "乱七八糟", + "什么样", + "帅气", + "找找", + "年龄", + "知不知道", + "化妆", + "卫生间", + "煮饭", + "问题", + "了", + "是的", + "考验", + "可怕", + "是吗", + "之前", + "威风", + "见识", + "身体", + "浴帘", + "滑梯", + "小强", + "正在", + "窗台", + "尿尿", + "说不定", + "庆余年", + "每次", + "好吧", + "就算", + "礼物", + "自由", + "走路", + "还给", + "餐桌", + "生活", + "边儿", + "要是", + "一路", + "天使", + "整理", + "脑袋", + "想想", + "照片", + "伤心", + "公主", + "坚固", + "蘑菇", + "下雨", + "唱歌", + "阿妈", + "动物园", + "平时", + "感冒", + "摸摸", + "到底", + "正好", + "调皮", + "有些", + "图画", + "板凳", + "没事", + "探头", + "照样", + "图片", + "影", + "机器人", + "食物", + "双层", + "完成", + "小的", + "收拾", + "毛巾", + "黑色", + "音乐", + "饼干", + "所有", + "樱桃", + "超市", + "呵呵", + "打架", + "同学", + "听话", + "直接", + "贴纸", + "黑黑", + "各种各样", + "比赛", + "池塘", + "跃进", + "帮助", + "梅花鹿", + "一半", + "三角形", + "跑步", + "事儿", + "哎呦", + "大人", + "手机", + "树干", + "说说看", + "除了", + "浴缸", + "鸭子", + "假如", + "香波", + "小姐", + "模样", + "第五", + "高高", + "帮忙", + "擦擦", + "斑马", + "果", + "剪刀", + "有的", + "生日", + "白白", + "猜猜", + "跳水", + "饭饭", + "她们", + "足球", + "可怜", + "女生", + "神勇", + "决心", + "剩下", + "叉子", + "着急", + "糖果", + "脖子", + "仔细", + "擦一擦", + "新的", + "跆拳道", + "鱼缸", + "想象", + "肥皂", + "见面", + "只能", + "天空", + "本领", + "简单", + "紫色", + "平常", + "枕头", + "水龙头", + "小毅", + "白雪公主", + "送给", + "问问", + "面包", + "阿秀", + "骨头", + "台灯", + "公公", + "无聊", + "鼻涕", + "小明", + "报纸", + "整齐", + "水壶", + "消失", + "重要", + "长长", + "发芽", + "家具", + "明白", + "洗手间", + "篮子", + "阿拉丁", + "儿子", + "听听", + "洗洗", + "蚊子", + "哪些", + "巧克力", + "要不", + "警察", + "靴子", + "中午", + "叫做", + "吗", + "大声", + "婆婆", + "学习", + "我和我的祖国", + "脏脏", + "苍蝇", + "许多", + "找一找", + "做客", + "像不像", + "冰淇淋", + "咳嗽", + "开车", + "注意", + "门口", + "地板", + "天天", + "封面", + "邀请", + "汪汪", + "小偷", + "位置", + "布置", + "一般", + "可以不可以", + "吵过架", + "唉唷", + "喜不喜欢", + "篇儿", + "营养", + "过关", + "橘子", + "糖糖", + "花生", + "公园", + "经常", + "新娘", + "完了", + "拖鞋", + "梳妆台", + "男生", + "说说", + "重新", + "参观", + "嘿嘿", + "上边", + "只有", + "窗帘", + "长拳", + "一下子", + "你看", + "哦哦", + "回事", + "小刚", + "尖尖", + "当然", + "教室", + "点点", + "不同", + "橘色", + "风筝", + "咖啡", + "哪个", + "快乐", + "看不", + "美丽", + "螃蟹", + "调羹", + "想想看", + "拜拜", + "数数", + "一共", + "个人", + "锅子", + "危险", + "圈圈", + "想不想", + "木马", + "骆驼", + "先生", + "姑娘", + "打电话", + "斧头", + "狗熊", + "罐", + "网子", + "舌头", + "铲子", + "鳄鱼", + "你好", + "手指", + "跟着", + "下班", + "公鸡", + "圣诞", + "好心", + "山羊", + "汤匙", + "痛痛", + "老公公", + "裙子", + "马路", + "外边", + "差不多", + "得到", + "正方形", + "洗一洗", + "照顾", + "花盆", + "运动", + "吧", + "外公", + "打败", + "真是", + "首先", + "伯伯", + "冰箱", + "抱抱", + "桔子", + "越来越", + "小柔", + "彩色", + "往常", + "早餐", + "晓得", + "照相", + "球球", + "肉肉", + "加油", + "叙旧", + "拍拍", + "月月", + "眼镜", + "英文", + "菜菜", + "蜂蜜", + "饮料", + "而已", + "轮胎", + "楼上", + "玩玩", + "辣椒", + "魔鬼", + "出门", + "合适", + "坐坐", + "好喝", + "撒娇", + "正巧", + "电脑", + "表演", + "这个", + "伙伴", + "姥姥", + "比如", + "洞洞", + "爪子", + "等等", + "绵羊", + "录音机", + "木偶", + "用来", + "罐头", + "试试看", + "餐具", + "只好", + "坏蛋", + "舅舅", + "上课", + "反正", + "后边", + "表现", + "创口贴", + "巫婆", + "手臂", + "打不开", + "海盗", + "电", + "装饰", + "试试", + "阿嬷", + "修理", + "同意", + "好笑", + "桃子", + "中国机长", + "是呀", + "欢迎", + "离开", + "袜子", + "项链", + "再来", + "呀", + "流血", + "直升飞机", + "表情", + "袋子", + "认真", + "豆豆", + "儿童", + "待会", + "摔跤", + "生长", + "电池", + "香香", + "骨碌", + "黄瓜", + "一块儿", + "下午", + "决定", + "大便", + "小熊维尼", + "屋顶", + "故意", + "最近", + "机器", + "毛毛", + "绳", + "茄子", + "乱蹦乱跳", + "光光", + "棍", + "植物", + "米老鼠", + "糟糕", + "胆", + "菱形", + "喜欢不喜欢", + "外婆", + "开开", + "必须", + "找找看", + "整个", + "树苗", + "点钟", + "饺子", + "亮亮", + "咕噜", + "小丑", + "瓢虫", + "行吗", + "上头", + "你看了吗", + "国王", + "宝藏", + "树林", + "梨", + "白菜", + "看书", + "知道不知道", + "红萝卜", + "虫虫", + "外头", + "山洞", + "游泳池", + "茶杯", + "陈情令", + "吓一跳", + "圣战士", + "多多", + "手手", + "摩托车", + "早晨", + "汉堡", + "牛牛", + "聊天", + "能够", + "脚脚", + "西红柿", + "通通", + "你知道", + "出现", + "刀子", + "圆圈", + "对呀", + "老公", + "花园", + "蝌蚪", + "会长", + "太空", + "心里", + "忽然", + "恐怖", + "树枝", + "茶壶", + "草地", + "针筒", + "不客气", + "力气", + "口水", + "墙壁", + "好久", + "妈咪", + "幼稚园", + "想念", + "摇摇", + "汤汤", + "特征", + "等于", + "老婆", + "药水", + "试一试", + "鞋鞋", + "香肠", + "偷偷地", + "哭哭", + "容易", + "怕不怕", + "架子", + "水池", + "滑滑", + "灰色", + "直升机", + "笼子", + "要紧", + "金鱼", + "世上", + "好几", + "我最近在", + "攀登者", + "明明", + "月光", + "白天", + "小时", + "常常", + "手枪", + "摸一摸", + "标志", + "橱子", + "番茄", + "看好", + "虽然", + "蜡笔", + "讲一讲", + "做梦", + "嗯哼", + "好嘞", + "忍不住", + "我在", + "抹布", + "排队", + "狐狸", + "花菜", + "钥匙", + "雪人", + "发烧", + "变形金刚", + "对吧", + "寻找", + "开水", + "快快", + "树", + "火箭", + "点心", + "米饭", + "遇", + "院", + "今年", + "刚好", + "壮壮", + "大概", + "床铺", + "愿意", + "木板", + "武器", + "燕子", + "玩耍", + "酸酸", + "佳佳", + "凉快", + "咖啡色", + "垃圾袋", + "夹子", + "安全", + "强强", + "护士", + "救命", + "树木", + "爆炸", + "肥胖", + "鸭鸭", + "健康", + "地球", + "大灰狼", + "玩一玩", + "难过", + "鲨鱼", + "为了", + "从头到尾", + "卫生纸", + "听说", + "夏天", + "张开", + "录音", + "抓住", + "梯形", + "蛋蛋", + "衣架", + "请问", + "逃跑", + "难", + "一样不一样", + "卡片", + "吃吃", + "平平", + "棒棒糖", + "湿湿", + "礼貌", + "自由自在", + "身材", + "这时", + "了吗", + "企鹅", + "国旗", + "地下", + "奶油", + "姑姑", + "曲子", + "松果", + "阳明山", + "土豆", + "散步", + "比如说", + "等会儿", + "结婚", + "老是", + "行不行", + "跟头", + "飞飞", + "下边", + "五角星", + "体温", + "你知道吗", + "关于", + "嘛", + "城市", + "王子", + "算了", + "膝盖", + "书包", + "奥特曼", + "录像", + "数一数", + "橙子", + "炒菜", + "犀牛", + "电梯", + "胶布", + "顽皮", + "一遍", + "口袋", + "哈欠", + "嘻嘻", + "很好看", + "我也是", + "我看", + "招待", + "排骨", + "材料", + "牙刷", + "猪猪", + "财宝", + "你看过", + "吃不吃", + "工作", + "座位", + "当心", + "星期天", + "有的时候", + "楼房", + "稀饭", + "等下", + "脚踏车", + "观察", + "辛苦", + "里边儿", + "馒头", + "一家人", + "动画片", + "各种", + "听听看", + "女", + "孔雀", + "小便", + "帘子", + "帽帽", + "招呼", + "春天", + "犯罪现场", + "稍微", + "跑来跑去", + "风景", + "黄黄", + "书房", + "冬天", + "吵闹", + "好棒", + "好玩儿", + "小屋", + "打扮", + "捣乱", + "椭圆形", + "源源", + "笨蛋", + "第四", + "花蜜", + "药药", + "贝贝", + "包包", + "卡车", + "卫生", + "参加", + "孤单", + "宝石", + "忙的", + "松", + "炉子", + "菠菜", + "衣柜", + "鹦鹉", + "万一", + "不管", + "使劲", + "司机", + "嘟嘟", + "在不在", + "天气", + "帮帮", + "录音带", + "快要", + "恭喜", + "数数看", + "沙拉", + "活动", + "美国", + "臭臭", + "豆浆", + "阳光", + "假的", + "再说", + "功夫", + "哪边", + "唐老鸭", + "商店", + "啊呜", + "我知道", + "战士", + "手指头", + "柳树", + "棉被", + "然後", + "熊猫", + "电风扇", + "疼的", + "盆", + "礼宾", + "老板", + "袖子", + "这部电影", + "锤子", + "面前", + "作业", + "公共", + "公斤", + "功课", + "啊是", + "头脑", + "妻子的浪漫旅行", + "捣蛋", + "看来", + "空气", + "第几", + "等会", + "缸子", + "胡子", + "认得", + "跳跳虎", + "青椒", + "一次", + "中心", + "价格", + "分开", + "叮当", + "向往", + "哇哇", + "奖励", + "好啦", + "弯弯", + "手表", + "救火", + "早点", + "早饭", + "有啊", + "橱柜", + "粉红色", + "阿弟", + "靠近", + "一面", + "口红", + "呱呱", + "女人", + "投降", + "披萨", + "新娘子", + "板子", + "灶台", + "相框", + "空空", + "紧张", + "纸头", + "羽毛", + "芒果", + "铅笔", + "麋鹿", + "一点儿", + "兔兔", + "卡通", + "呜呜", + "哪吒之魔童降世", + "啄木鸟", + "小重", + "待会儿", + "快的", + "斗篷", + "棉花", + "烤箱", + "精灵", + "花花", + "遥控", + "醒来", + "金刚", + "魔法", + "不一", + "不好意思", + "五颜六色", + "亲爱", + "位子", + "向往的生活", + "心情", + "掉掉", + "晚餐", + "检查", + "毛线", + "没用", + "淋浴", + "灌篮高手", + "热水", + "爱护", + "男人", + "相信", + "眉毛", + "石榴", + "破坏", + "空降利刃", + "终结者", + "统统", + "视剧", + "雪人奇缘", + "飞翔", + "飞行少年", + "乐园", + "人姓名", + "从头", + "卷心菜", + "变形", + "后头", + "后边儿", + "地震", + "子弹", + "往后", + "扫把", + "星期", + "暖和", + "水彩笔", + "泡沫", + "灯笼", + "硬硬", + "确实", + "穿着", + "虾子", + "蚯蚓", + "豆子", + "边边", + "酒杯", + "金银财宝", + "锅盖", + "锯子", + "高的", + "鸽子", + "你呢", + "佩琪", + "可乐", + "台北", + "唐诗", + "失火", + "家人", + "幻想", + "慢点", + "我是来看", + "打碎", + "拜托", + "摆摆", + "日子", + "椰", + "泥土", + "窗子", + "经过", + "维语", + "胖胖", + "脏兮兮", + "致电", + "花瓶", + "金子", + "馄饨", + "东东", + "人们", + "做操", + "坛子", + "好吃不好吃", + "宠物", + "幸福", + "当成", + "彩虹", + "快递", + "感谢", + "教练", + "方便", + "有意思", + "猩猩", + "磁铁", + "章鱼", + "美女", + "蜗牛", + "西兰花", + "读书", + "跑呀跑", + "转转", + "这下", + "黏土", + "从前有座灵剑山", + "你有看", + "剑三", + "化妆台", + "同事", + "圆的", + "块儿", + "好象", + "开会", + "开动", + "悬崖", + "想起来", + "摸摸看", + "映了", + "来自", + "极了", + "沐浴", + "火锅", + "然然", + "牌子", + "甜的", + "皇后", + "等一等", + "美人鱼", + "胳膊", + "船长", + "草原", + "蜂窝", + "蹦蹦跳跳", + "陌生人", + "餐巾纸", + "严重", + "习惯", + "儿歌", + "刷子", + "去年", + "双子杀手", + "台子", + "哈密瓜", + "圣诞树", + "大哥", + "客气", + "害羞", + "少年的你", + "总是", + "放学", + "数字", + "星期五", + "气味", + "淘气", + "用力", + "痒痒", + "百宝箱", + "睡觉觉", + "表示", + "认为", + "记住", + "赛车", + "速度", + "镜头", + "长方形", + "阿婆", + "鹤唳华亭", + "一生有你", + "三角", + "不负时光", + "乐乐", + "交通", + "你的名字", + "停车场", + "北极熊", + "午餐", + "叫作", + "吹一吹", + "喷嚏", + "园园", + "好奇", + "差点", + "成为", + "我知道你的秘密", + "或是", + "报名", + "木瓜", + "柠檬", + "楼下", + "海棠经雨胭脂透", + "牛肉", + "百兽", + "矮人", + "美味", + "自然", + "蒲公英", + "超人", + "面条", + "一模一样", + "不得了", + "中国女排", + "主要", + "书桌", + "光滑", + "刷刷", + "台阶", + "听不", + "吸管", + "哪吒", + "图案", + "多久", + "天火", + "孙悟空", + "干干净净", + "当时", + "彬彬", + "拍照", + "星期二", + "星期四", + "机", + "桃太郎", + "永远", + "浪费", + "煤气", + "王后", + "秋天", + "粉色", + "脑子", + "衣橱", + "记得不记得", + "路灯", + "这边儿", + "饭店", + "上下", + "代表", + "你也在", + "偷看", + "其它", + "冲一冲", + "办公室", + "卡布达", + "可恶", + "号码", + "哈哈哈哈", + "喉咙", + "妖婆", + "小人", + "开关", + "怕怕", + "恶魔", + "愈来愈", + "打雷", + "捷运", + "摇摇车", + "救护车", + "星期一", + "没错", + "温度", + "爸爸去哪儿", + "秋千", + "红的", + "网球王子", + "翼龙", + "胡椒粉", + "菜地", + "被被", + "诗意", + "话筒", + "身子", + "这部剧", + "飞机场", + "高高兴兴", + "一下下", + "个", + "伤口", + "冰雪奇缘", + "努力", + "叮咚", + "可青", + "吃掉", + "吃饭饭", + "呜呜呜", + "啊啊", + "垦丁", + "外国人", + "婴儿", + "完整", + "山坡", + "师傅", + "想法", + "意大利面", + "成功", + "手套", + "抚摸", + "按照", + "收一收", + "放放", + "新年", + "李子", + "武功", + "歪歪", + "死翘翘", + "洋娃娃", + "洗头", + "洗衣机", + "生命", + "空间", + "细细", + "翻翻", + "胶带", + "舞会", + "锻炼", + "难吃", + "雨伞", + "馨馨", + "骨碌骨碌", + "麦当劳", + "一道", + "乒乓球", + "价钱", + "元元", + "内容", + "冰冰", + "刺猬", + "十年三月三十日", + "否则", + "咚咚", + "哇塞", + "哼哼唧唧", + "唐顿庄园", + "喵喵", + "处理", + "大鱼海棠", + "学生", + "布丁", + "干活", + "录影带", + "我的拳王男友", + "打滚", + "打算", + "拳头", + "方块", + "方法", + "水水", + "滑滑梯", + "火腿肠", + "炒饭", + "烫的", + "王刚", + "的吗", + "粮食", + "红烧", + "红绿灯", + "老朋友", + "舍不得", + "菜花", + "计程车", + "说明书", + "跑一跑", + "跑车", + "跟斗", + "跳一跳", + "还好", + "这部电", + "追", + "那你看", + "驴子", + "黑的", + "鼓掌", + "书架", + "乱糟糟", + "仔仔", + "分享", + "前边", + "北京", + "半天", + "吃吃看", + "呼噜", + "喷头", + "坏事", + "大约在冬季", + "大风", + "头头", + "奶酪", + "好玩不好玩", + "姑妈", + "小区", + "屁屁", + "岩石", + "弄弄", + "挖土机", + "教会", + "整天", + "星期三", + "木材", + "柱子", + "栏杆", + "格子", + "桶子", + "梅花", + "汉语", + "海豹", + "珠珠", + "种植", + "粉红", + "蓝莓", + "蝴蝶结", + "螳螂", + "装扮", + "豆腐", + "远的", + "零食", + "面具", + "饿的", + "香的", + "香菇", + "上海", + "中国", + "乒乒乓乓", + "乒乓乒乓", + "乖不乖", + "写字", + "冰激凌", + "化妆品", + "单位", + "反过来", + "吓人", + "吹吹", + "味儿", + "呼吸", + "天哪", + "天线", + "好不", + "好不好吃", + "对对", + "对面", + "小小的愿望", + "小气", + "居然", + "山药", + "工人", + "建造", + "强壮", + "强大", + "当做", + "房屋", + "把子", + "把手", + "挺好看的", + "方形", + "正常", + "漂亮不漂亮", + "火车头", + "热爱", + "特点", + "猪八戒", + "猴猴", + "玩呀玩", + "瓦斯", + "确定", + "神仙", + "维尼熊", + "脑筋", + "茶几", + "要么", + "角角", + "详细", + "误杀", + "部分", + "铁轨", + "长安道", + "闻一闻", + "饭菜", + "魔术", + "也是", + "冰块", + "决战中途岛", + "北极", + "南方车站的聚会", + "听说这个电影", + "天作谜案", + "头", + "奇奇", + "女朋友", + "安安", + "宝贝儿", + "对吗", + "带", + "我看的是", + "打打", + "打牌", + "批评", + "指环王", + "描述", + "握握", + "搓一搓", + "村子", + "来不及", + "橙色", + "欢乐颂", + "汽水", + "消防队", + "皮", + "皮肤", + "真正", + "空手", + "窗口", + "立正", + "篱笆", + "膀子", + "自行车", + "菠萝", + "蛤蟆", + "螺丝", + "袜袜", + "要上", + "软软", + "辫子", + "金箍棒", + "下课", + "人儿", + "仙女", + "仙女棒", + "冷的", + "叫醒", + "启事", + "啤酒", + "四周", + "回头", + "圣诞节", + "塑胶", + "天气之子", + "好意思", + "将军家的小娘子", + "小提琴", + "尿布", + "床单", + "开火", + "很多", + "我也看", + "我觉得", + "战狼", + "扇子", + "扑通", + "打结", + "拉拉", + "拿呀拿", + "摄像", + "攻击", + "星期六", + "泳衣", + "火腿", + "灯光", + "热血少年", + "煮一煮", + "环境", + "研究", + "神武", + "答应", + "细菌", + "维尼", + "羡慕", + "考试", + "肯德基", + "背后", + "舔一舔", + "莲子", + "一切", + "一塌糊涂", + "不大", + "从小", + "储藏", + "兜风", + "写写", + "农场", + "到时候", + "吓唬", + "图形", + "垫子", + "声儿", + "大爷", + "女的", + "奶瓶", + "嫩的", + "家伙", + "小丽", + "差一点", + "市场", + "总共", + "感情", + "手绢", + "拿手", + "捉迷藏", + "新郎", + "有时", + "有趣", + "朋友们", + "浴盆", + "海洋", + "海豚", + "烧饼", + "爱不爱", + "爱情公寓", + "画笔", + "直直", + "看病", + "秘密", + "红花", + "罗小黑战记", + "羊肉", + "胆小", + "舔舔", + "芹菜", + "薯条", + "蛀牙", + "袋鼠", + "解决", + "设计", + "说一说", + "贾方", + "跳绳", + "跳跳", + "还不错", + "这次", + "钉子", + "预防针", + "香喷喷", + "鱼刺", + "麦克风", + "黑暗命运", + "鼹鼠", + "三明治", + "亮晶晶", + "人类", + "便宜", + "兴趣", + "出发", + "划船", + "包菜", + "厨师", + "哎哟喂", + "唉呀", + "商量", + "善始善终", + "嗯呢", + "固定", + "天鹅", + "安抚", + "尝一尝", + "带来", + "情况", + "房顶", + "拖把", + "指头", + "排球", + "提醒", + "摆放", + "播种", + "文锋", + "日本", + "杰米", + "欣赏", + "毛病", + "沙子", + "油漆", + "洗洗澡", + "浴巾", + "海上钢琴师", + "漂不漂亮", + "火柴", + "灯泡", + "炒一炒", + "照照", + "爱惜", + "田鼠", + "甲壳", + "电视机", + "盐水", + "看见味道的你", + "真真", + "空的", + "细心", + "羞羞", + "老太婆", + "老爸", + "耗子", + "航海王", + "色纸", + "芝麻", + "花儿", + "花莲", + "蜻蜓", + "装修", + "诛仙", + "调料", + "谍战深海之惊蛰", + "豆沙", + "跳来跳去", + "轮船", + "过程", + "还挺好", + "追我吧", + "长的", + "难道", + "面面", + "鞭炮", + "飞天", + "饭碗", + "鱼丸", + "鱼汤", + "黄金", + "一边儿", + "为啥", + "之类", + "乖的", + "光环", + "光荣时代", + "全家", + "全身", + "公共汽车", + "其中", + "冬瓜", + "冰棒", + "区别", + "受不了", + "口香糖", + "台湾", + "吹哨人", + "唐人街探案", + "坚持", + "堂哥", + "外冈", + "外国", + "大声地", + "奶粉", + "害虫", + "左右", + "巨人", + "平原上的夏洛克", + "年级", + "开刀", + "恶心", + "手腕", + "抓紧", + "新鲜", + "方向", + "方式", + "普通话", + "晶晶", + "来着", + "板栗", + "栗子", + "棕色", + "武术", + "毛衣", + "水管", + "温暖", + "渴望", + "烟火", + "玻璃瓶", + "甜点", + "电动", + "男的", + "瘦瘦", + "相处", + "看得", + "神奇", + "竹子", + "系列", + "紧紧", + "老大", + "老家", + "老爷爷", + "耳环", + "聊聊天", + "联系", + "肚脐", + "蓝蓝", + "被光抓走的人", + "西蓝花", + "警车", + "象棋", + "边上", + "这部", + "这部电视剧", + "适合", + "阅读", + "陪伴", + "雷米奇遇记", + "霍比特人", + "香味", + "鲫鱼", + "黑板", + "一一", + "丽丽", + "书本", + "亲亲", + "你说的是", + "依然", + "公交车", + "公路", + "出差", + "加上", + "午饭", + "半圆", + "发呆", + "可惜", + "呢", + "呼呼", + "在远方", + "坏的", + "外套", + "多么", + "大蒜", + "奶茶", + "妖魔", + "威武", + "实际上", + "寻秦记", + "小力", + "巴扎", + "干杯", + "幺幺零", + "弹簧", + "心脏", + "惩罚", + "我", + "我玩", + "扁扁", + "托儿所", + "找不到", + "拍一拍", + "教师", + "新民", + "昆虫", + "有用", + "树根", + "梳子", + "模型", + "泡泡糖", + "流浪地球", + "清早", + "点头", + "烟囱", + "热热", + "热的", + "爆玉米花", + "珠子", + "瓜子", + "病人", + "白云", + "皓皓", + "眨了眨", + "短短", + "花纹", + "葫芦娃", + "蝙蝠", + "训练", + "豌豆", + "过家家", + "过年", + "过敏", + "还珠格格", + "通过", + "造型", + "道理", + "钟头", + "闻闻", + "阿琳", + "需不需要", + "马儿", + "骗人", + "麻雀", + "黏黏", + "一团糟", + "一如既往", + "万圣节", + "下雪", + "两只老虎", + "乐高", + "了不起", + "人人", + "伪钞者之末路", + "作用", + "俏俏", + "保龄球", + "光头强", + "农民", + "冰峰暴", + "冰棍", + "冲冲", + "冷冷", + "别墅", + "动动", + "包子", + "博物馆", + "后天", + "吹风机", + "哎哎", + "啊呀", + "壁橱", + "夜晚", + "大陆", + "奔腾年代", + "好不好玩", + "姨妈", + "安排", + "完全", + "完蛋", + "寂寞", + "对准", + "小红帽", + "小菜", + "尺子", + "巴士", + "感到", + "我之前看", + "户外", + "手电筒", + "打仗", + "扫地", + "扳手", + "折叠椅", + "提示", + "放屁", + "放开", + "新疆", + "明年", + "是这样", + "最终", + "最近在", + "有点儿", + "果冻", + "榔头", + "橙汁", + "海马", + "深圳", + "烫烫", + "熊维尼", + "爱心", + "珍珍", + "甘蓝", + "盖盖", + "硬币", + "碗碗", + "祖国", + "红海行动", + "纪念", + "绿的", + "老爷", + "背背", + "脚丫", + "花豹", + "蜡烛", + "裁决", + "记不得", + "说好不哭", + "跟前", + "路线", + "还可以", + "迟到", + "逃走", + "那你知道", + "配合", + "酱油", + "霹雳", + "香不香", + "马蜂窝", + "上", + "丰富", + "主人公", + "交换", + "他们已不再变老", + "代替", + "住院", + "作为", + "你也来看", + "倒数", + "催眠", + "兄弟", + "养乐多", + "劳动", + "变化", + "可不是", + "台大", + "史瑞克", + "后悔", + "呆会儿", + "哇噻", + "唉哟", + "图说", + "坐一坐", + "够不够", + "大只", + "大海", + "大街", + "失望", + "孤独", + "安慰", + "对付", + "小学", + "小宝", + "就就", + "山芋", + "年纪", + "怪怪", + "想像", + "慕妍", + "收音机", + "放假", + "新闻", + "早就", + "更加", + "最好", + "有匪", + "木屋", + "杨桃", + "杯杯", + "橘黄色", + "橡皮", + "比比看", + "气魄", + "沐浴露", + "洗漱", + "游乐场", + "满满喜欢你", + "漂漂亮亮", + "炉石传说", + "照一照", + "猜猜看", + "玩意儿", + "玩笑", + "用具", + "电线杆", + "皮皮", + "直升", + "看上去", + "看做", + "第六", + "等到", + "粉扑", + "纸巾", + "经验", + "背心", + "脆笛酥", + "苦的", + "葫芦", + "螺丝刀", + "行家", + "袋袋", + "要得", + "观雀楼", + "豆腐干", + "起飞", + "车轮", + "轮流", + "运动员", + "远处", + "选择", + "郁金香", + "错误", + "隔壁", + "难怪", + "集中", + "露露", + "青年", + "顺序", + "一手", + "下巴", + "专心", + "个头", + "之间", + "乘客", + "九条命", + "估计", + "作者", + "修补", + "冷不冷", + "冷水", + "半圆形", + "发射", + "受益人", + "可不", + "呆呆", + "和好", + "和平", + "哈利", + "嚷嚷", + "囡囡", + "困难", + "圆柱形", + "地图", + "塑料", + "大雨", + "女巫", + "妞妞", + "婶婶", + "对对对", + "小秀", + "少年与海", + "屏东", + "幸好", + "当中", + "急速逃脱", + "悦悦", + "成熟", + "我在玩", + "打气", + "扫一扫", + "扭扭", + "技术", + "新华", + "方向盘", + "既然", + "是那个", + "晚安", + "栅栏", + "水缸", + "水蜜桃", + "池子", + "没事儿", + "河水", + "油条", + "泥巴", + "浓汤", + "海螺", + "海达", + "消灭", + "烈火英雄", + "牛顿", + "特警队", + "猎人", + "玩意", + "瓜瓜", + "疼不疼", + "痛的", + "的预告片", + "盐巴", + "看了吗", + "着凉", + "福利", + "窟窿", + "竟然", + "粑粑", + "精英律师", + "线条", + "组合", + "绿豆", + "羊咩咩", + "考虑", + "肚皮", + "肩膀", + "脆脆", + "舅妈", + "茉莉", + "落地", + "让开", + "请客", + "贝壳", + "跑跑", + "跷跷板", + "身边", + "躲猫猫", + "钳子", + "闪电", + "难受", + "霏霏", + "颠倒", + "风扇", + "风车", + "麦路人", + "黑突突的", + "三生三世十里桃花", + "三轮车", + "乌龙面", + "乒乓", + "也很好", + "书店", + "互相", + "从此", + "休息室", + "似的", + "你是在看", + "你看过没有", + "倒霉", + "公安局", + "兮兮", + "出生", + "出走", + "刀刀", + "分别", + "十分", + "千与千寻", + "博士", + "口味", + "叫唤", + "台中", + "各式各样", + "同时", + "后背", + "吸尘器", + "哦哟", + "喜羊羊", + "回归", + "围栏", + "国礼", + "地久天长", + "地儿", + "坚果", + "复仇者联盟", + "夏目友人帐", + "多不多", + "大不大", + "大哥大", + "大富翁", + "大门", + "姜子牙", + "小伦", + "尝尝", + "就学", + "山崖", + "干脆", + "幼儿", + "微微一笑很倾城", + "心肠", + "意大利", + "打扰", + "扶手", + "抽水马桶", + "拖车", + "拿拿", + "挡住", + "接住", + "撒谎", + "收养", + "文文", + "斧子", + "新竹", + "旅游", + "晃悠", + "晕倒", + "暂停", + "来来", + "柚子", + "水饺", + "沙包", + "治病", + "游来游去", + "澳门人家", + "熊宝宝", + "牛油果", + "犄角", + "琳琳", + "生日快乐", + "画图", + "痱子", + "的电影", + "皇冠", + "皮鞋", + "睡不着", + "礼拜天", + "笔直", + "笛子", + "等待", + "管理员", + "箭头", + "粥粥", + "级别", + "维生素", + "羊羊", + "美好", + "耐心", + "胜利", + "脏的", + "艾美兔", + "节目", + "花生米", + "菊花", + "虎克", + "角色", + "解释", + "贡丸", + "车厢", + "逛街", + "邻居", + "量量", + "钩子", + "闪闪", + "集合", + "饭桌", + "魔术师", + "万金油", + "上边儿", + "中班", + "乌鸦", + "五彩缤纷", + "他的", + "传染", + "你听", + "你是凶手", + "公司", + "凉凉", + "几乎", + "创造", + "刷一刷", + "前任", + "包扎", + "午觉", + "变得", + "名字叫", + "听一听", + "吸引", + "咬咬", + "喝喝", + "嘿嘿嘿", + "四处", + "围巾", + "围裙", + "国语", + "国钦", + "大会", + "大叔", + "大拇指", + "大红", + "天地", + "太太", + "夫子庙", + "奖品", + "奶牛", + "好处", + "婷婷", + "学学", + "守望先锋", + "对待", + "就是说", + "山顶", + "工厂", + "巴铁女孩", + "弹琴", + "当作", + "影叫", + "影响", + "微波炉", + "德国", + "快不快", + "思想", + "急先锋", + "急忙", + "恶作剧之吻", + "想象力", + "我不是药神", + "戒指", + "战斗", + "打个盹", + "扬志", + "抓抓", + "报告", + "挑食", + "挨着", + "据说", + "摇来摇去", + "摔倒", + "救生员", + "救生圈", + "无敌", + "显示", + "暗暗", + "暗黑破坏神", + "机会", + "机关", + "标记", + "树洞", + "桔黄", + "楚乔传", + "武林外传", + "毫升", + "毯子", + "水桶", + "沐沐", + "法医秦明", + "泰山", + "消化", + "游览", + "灵魂", + "牙医", + "牛排", + "特别是", + "王宫", + "珍珠", + "班级", + "理查德", + "琦琦", + "生菜", + "画儿", + "痛不痛", + "白狐的人生", + "白的", + "皮包", + "盗墓笔记", + "相遇", + "看了看", + "看过吗", + "真实", + "着手", + "短裤", + "砍伐", + "破的", + "禁止", + "稍等", + "空调", + "笑眯眯", + "笨笨", + "糊涂", + "线了", + "老太太", + "能力", + "芬尼", + "英语", + "虚心", + "虾仁", + "螺丝钉", + "衡阳", + "表弟", + "裤脚", + "西游记", + "语言", + "负责", + "购物", + "赖皮", + "走一走", + "走来走去", + "走走", + "走近", + "这个我知道", + "这个综艺节目", + "远企", + "追凶十九年", + "遇见王沥川", + "酸奶", + "长颈", + "闹钟", + "阿伯", + "降落", + "静静", + "非要", + "高楼大厦", + "魔法师", + "鸡腿", + "黄的", + "黑木耳", + "一不小心", + "一天到晚", + "下头", + "不停", + "不知道你听过没", + "世界欠我一个初恋", + "个别", + "乘凉", + "乳牛", + "了解", + "从此以后", + "伤口贴", + "你也是来看", + "你听说过吗", + "你懂得", + "保管", + "倒是", + "值班", + "兄弟姐妹", + "兜兜风", + "内裤", + "凤梨", + "出院", + "分离", + "切切", + "千万", + "原本", + "参天", + "反面", + "叫声", + "吃一吃", + "合拍", + "周围", + "呼啦圈", + "和平星", + "哇哇哇", + "啾啾", + "喝不喝", + "嘀咕", + "四角形", + "圆子", + "土司", + "土地公", + "坚强", + "复兴", + "外边儿", + "大力", + "大炮", + "大自然", + "套子", + "好不容易", + "好人", + "妮妮", + "季节", + "孩子们", + "宁宁", + "宝物", + "家长", + "家门", + "寒冷", + "小姨", + "巴黎", + "干干", + "廷威", + "当当", + "快速", + "恶梦", + "我不太了解", + "戴戴看", + "打点", + "打点滴", + "托马斯", + "投篮", + "抹一抹", + "拼拼", + "按钮", + "搬家", + "摄像机", + "敢不敢", + "文章", + "星际探索", + "普通", + "暗黑", + "本", + "条纹", + "棒子", + "棒的", + "植物园", + "水族箱", + "汤圆", + "洗澎澎", + "温泉", + "满天", + "激荡", + "烫不烫", + "熟悉", + "爬山", + "父亲", + "牙签", + "班长", + "理解", + "琢磨", + "甄嬛传", + "生姜", + "电灯", + "画册", + "病毒", + "百货", + "相片", + "眼泪", + "眼珠", + "着火", + "瞌睡", + "砖头", + "碟子", + "碰碰车", + "祷告", + "立刻", + "笑笑", + "笔筒", + "篮球火", + "米奇", + "粗粗", + "素菜", + "线线", + "考考", + "肉丸", + "苏家仪", + "表表", + "講完", + "走进你的记忆", + "超过", + "足球小将", + "跑道", + "车库", + "辣子", + "运动会", + "退烧", + "這邊", + "還有", + "里面有没有那种球技好的", + "金银", + "钱钱", + "铃铛", + "链子", + "长安十二时辰", + "长得帅的", + "长江七号", + "闻闻看", + "阿嚏", + "露天", + "页儿", + "顿一顿", + "题目", + "颜值控", + "飞呀飞", + "飞快", + "飞来飞去", + "饿不饿", + "马马逆", + "高级", + "高速", + "鸟鸟", + "鸡块", + "龙头", + "龙猫", + "龙珠", + "一大早", + "万花筒", + "下子", + "下水道", + "丑丑", + "东宫", + "中正纪念堂", + "中饭", + "丰盛", + "乌贼", + "乱马", + "体育", + "作家", + "你听说了吗", + "你看过没", + "使用", + "便当", + "允许", + "兄弟姊妹", + "充满", + "六福", + "冰糖", + "凯凯", + "凯松", + "凯蒂", + "凶猛", + "凶的", + "功夫小镇", + "北方", + "千克", + "单独", + "印象", + "原因", + "原处", + "原野", + "发挥", + "口渴", + "向日葵", + "咕咕", + "哈哈好吧", + "喀拉", + "嘘嘘", + "嘴里", + "国家孩子", + "土地", + "在在", + "壳子", + "复仇", + "大王", + "天堂", + "天安门", + "失落", + "奇遇人生", + "奔跑", + "好巧", + "好用", + "好看不好看", + "姥爷", + "安安静静", + "安祥", + "安装", + "宝扇", + "宠物联盟", + "家庭", + "对啊对啊", + "对啦", + "对方", + "小姐姐", + "小小的心愿", + "小明明", + "就读", + "尸体", + "尿片", + "布布", + "平底锅", + "庭如", + "彩笔", + "影片", + "快地", + "感觉还不错", + "懒惰", + "手上", + "手帕", + "打断", + "打来打去", + "打过针", + "扫帚", + "承认", + "抢一抢", + "抱一抱", + "拖地", + "拼命", + "挺火的", + "插头", + "握握手", + "摩拖车", + "放心", + "敌人", + "敏锐", + "救火员", + "文字", + "斑比", + "旅行", + "无限", + "早操", + "时空来电", + "时钟", + "是嘛", + "暂时", + "曾经", + "有关", + "有有", + "期待", + "杆子", + "极限挑战", + "柳丁", + "校车", + "核桃", + "格格", + "梦想", + "梳妆", + "棒球", + "正面", + "汤姆", + "沙漠", + "油菜", + "消防", + "游呀游", + "演员请就位", + "澎澎", + "灰姑娘", + "烟花", + "猪子", + "玩偶", + "现实", + "留下", + "番茄酱", + "白开水", + "百变", + "的的", + "相同", + "看完", + "眼神", + "睡午觉", + "破冰行动", + "碰碰", + "礼拜一", + "离家", + "积木角", + "笑哈哈", + "笔帽", + "紧急救援", + "红烧肉", + "绝对", + "维维", + "罚站", + "翔翔", + "老婆婆", + "胖子", + "脏不脏", + "自从", + "舜尧", + "色拉", + "芬妮", + "花草", + "芳华", + "苦儿流浪记", + "草丛", + "萌宠特工队", + "螺帽", + "补充", + "表妹", + "表面", + "西药", + "西虹市首富", + "要求", + "解放", + "警察局", + "讲讲看", + "调整", + "越狱", + "踢踢", + "转弯", + "达轩", + "过吗", + "这个电", + "远方", + "连接", + "逻辑", + "量一量", + "金麦穗", + "铜板", + "长不长", + "闯祸", + "阿祖", + "陆战之王", + "青云志", + "骅骅", + "骷髅", + "高烧", + "鲸鱼", + "鸡汤", + "麻醉针", + "黑乎乎", + "鼓励", + "一休", + "七月", + "上楼", + "不仅", + "不用谢", + "不知道你看过", + "不知道你看过没有", + "东方", + "主题", + "之外", + "乌鲁木齐", + "乱乱", + "云彩", + "云梯", + "享受", + "亲爱的新年好", + "他演过", + "以上", + "以外", + "任何", + "你是再看", + "你看的是", + "值钱", + "公车", + "冒烟", + "冰峰堂", + "冲锋枪", + "冷血追击", + "凯丽", + "出版社", + "分配", + "力量", + "加油站", + "动手", + "动来动去", + "厨具", + "反应", + "发亮", + "只有芸知道", + "叽咯", + "吉他", + "吉普车", + "吓坏", + "听说这个电影很好看", + "吴泾二幼", + "呵呵呵", + "呼噜噜", + "哄哄", + "哪有", + "哼哼", + "啊哦", + "喵咪", + "嗡嗡", + "嗯呐", + "嘴唇", + "噢噢", + "图书", + "圣诞老人", + "地鼠", + "坏坏", + "城南旧事", + "堵车", + "墩子", + "复述", + "夏洛特烦恼", + "大傩", + "大姐", + "大学", + "大餐", + "太子妃升职记", + "好像叫", + "好像是叫", + "姐妹", + "存在", + "守门员", + "安亲班", + "安心", + "完毕", + "宝莲灯", + "家什", + "家有儿女", + "导弹", + "小", + "小廷", + "小班", + "小雨", + "就是他", + "就是灌篮", + "属于", + "巨鳄风暴", + "差劲", + "平衡", + "幸福三重奏", + "床舖", + "延禧攻略", + "建议", + "录音笔", + "心爱", + "快乐大本营", + "总之", + "惜惜", + "成长", + "我也喜欢", + "我想", + "戳戳", + "扇扇", + "手势", + "打的", + "扔掉", + "扮演", + "抢来抢去", + "抽血", + "拍呀拍", + "摇晃", + "操作", + "支持", + "收收", + "改变", + "救救", + "教训", + "敲敲", + "整整齐齐", + "新喜剧之王", + "最最", + "月历", + "有空", + "机场", + "枇杷", + "果然", + "柔软", + "树树", + "框框", + "榴莲", + "正确", + "毛驴", + "水塘", + "沒有", + "没有没有", + "河边", + "活该", + "海洋天堂", + "淡水", + "渐渐", + "澡盆", + "火炉", + "点滴", + "烧一烧", + "烫伤", + "热不热", + "热情", + "牙膏", + "牛肉干", + "猜一猜", + "猪肉", + "玲玲", + "琅琊榜", + "电锅", + "病床", + "痛苦", + "的女主角", + "的电", + "知道了", + "穿穿看", + "站住", + "童话", + "笔记本", + "管子", + "粉丝", + "粉笔", + "粒粒", + "红茶", + "终局营救", + "绝地求生", + "绿绿", + "缺少", + "美元", + "美玲", + "羽绒", + "翻译", + "老闺蜜", + "腰带", + "至少", + "花瓣", + "若能与你共乘海浪之上", + "茶会", + "董春女", + "薇薇", + "蚱蜢", + "蛋炒饭", + "蛋黄", + "蟒蛇", + "表扬", + "规则", + "贞德", + "趁着", + "跌交", + "轿车", + "进不去", + "迷路", + "道歉", + "邦迪", + "配套", + "酸的", + "重复", + "野餐", + "钱票", + "长安盗", + "闪光", + "队长", + "阿兵哥", + "阿卡", + "阿拉", + "阿里山", + "阿里巴巴", + "阿鲁", + "雷龙", + "青蛙们", + "面", + "面粉", + "音符", + "飞快地", + "香蜜沉沉烬如霜", + "马卡报", + "鱼肉", + "鲜艳", + "鸡翅", + "鸵鸟", + "麦苗", + "一个人", + "一度", + "一来", + "一百零八", + "一起来看流星雨", + "一點", + "上街", + "不住", + "不料", + "不知道", + "不要", + "丢脸", + "个个", + "中山陵", + "中文", + "也就是说", + "买买", + "了吧", + "亲戚", + "仓鼠", + "伐木", + "伤害", + "伯母", + "余生", + "你是说", + "你有没有看过", + "你这个要求有点高呢", + "你这是在看", + "保温", + "信心", + "倒带", + "倒车", + "假假", + "偶尔", + "光阳新生代", + "全职高手", + "兵器", + "冷饮", + "出声", + "分一分", + "切一切", + "到了", + "刺客信条", + "动物们", + "劲儿", + "十二", + "午睡", + "半夜", + "印子", + "压一压", + "叉叉", + "友好", + "友情以上", + "双世宠妃", + "发光", + "发火", + "可口", + "叶问", + "叽里咕噜", + "各自", + "吉祥", + "吊车", + "同伴", + "周蜜", + "命运", + "和尚", + "咚咚咚", + "哈利波特", + "哈哈大笑", + "哈弗", + "喂喂", + "喘息", + "园地", + "围墙", + "在", + "地毯", + "处理器", + "多余", + "多长", + "大二", + "大小", + "天桥", + "好好看", + "如意", + "姜太公", + "姨丈", + "婉瑜", + "孵蛋", + "家家酒", + "家电", + "寝室", + "小旻", + "小燕子", + "少林足球", + "尖叫", + "尝试", + "就要上映了", + "山月不知心底事", + "工程师", + "左耳", + "巨大", + "带头", + "干妈", + "年糕", + "底片", + "开药", + "弹性", + "彩虹的重力", + "往前", + "征途", + "很很", + "律师", + "心理", + "忙碌", + "快锅", + "感动", + "我也不知道", + "我也看到", + "我知道他", + "我记得", + "戴显韬", + "打猎", + "把把", + "披风", + "拉屎", + "指指", + "指甲", + "排排", + "接触", + "搅拌", + "搭搭", + "搭配", + "摇一摇", + "撕拉", + "放大镜", + "教书", + "整洁", + "旁边儿", + "旋转", + "无所谓", + "日常", + "最多", + "月份", + "有机", + "有钱", + "条件", + "来回", + "极速救援", + "柯南", + "树丛", + "桌面", + "棒棒", + "楞楞", + "欣欣", + "歌曲", + "步步为营", + "武林孤儿", + "死人", + "水准", + "水沟", + "求求", + "汪汪汪", + "没收", + "油画", + "洗刷", + "海贼王", + "清清", + "清理", + "游水", + "游泳衣", + "滋啦", + "滚来滚去", + "满满", + "演过", + "漱口", + "灰狼", + "炸弹", + "燃气灶", + "父母", + "物品", + "特写", + "狂热行动", + "王俊哲", + "玫瑰", + "玫瑰花", + "珊珊", + "珊瑚", + "珠宝", + "琴琴", + "白熊", + "盆栽", + "直到", + "睛睛", + "破破", + "磊磊", + "神气", + "神秘", + "笔笔", + "粗糙", + "红枣", + "红豆", + "纸箱", + "结实", + "结结巴巴", + "美食", + "翻翻看", + "耶耶", + "肉圆", + "肚肚", + "背包", + "胡椒", + "胶水", + "脚丫子", + "脚印", + "荒野咖啡馆", + "荒野大镖客", + "菜市场", + "萌萌", + "蕊蕊", + "虎头山", + "虫图腾", + "蝈蝈", + "融化", + "表皮", + "裤裤", + "要要", + "记号", + "说谎", + "请回答", + "调音师", + "豆皮", + "豆腐衣", + "豆荚", + "贝比", + "货柜", + "购物中心", + "贵不贵", + "贵的", + "赛跑", + "超级好", + "越域重生", + "蹦蹦", + "过不去", + "迎接", + "近视", + "进入", + "远东", + "连忙", + "连续", + "连锁", + "透明", + "逗逗", + "通知", + "郊游", + "重量", + "金色荣耀", + "银子", + "问好", + "阁楼", + "队员", + "陆地", + "限制", + "障碍物", + "难为情", + "露营", + "饱饱", + "香皂", + "香菜", + "马上就要上映了", + "马戏团", + "马铃薯", + "高不高", + "鸡婆", + "鸡鸡", + "鹭世界", + "黄芽菜", + "黑白", + "一肿", + "一零一忠狗", + "万像素", + "上天", + "不如", + "之前看", + "乩童", + "了嘛", + "事物", + "亲密旅行", + "人民的名义", + "仓库", + "他在", + "他演", + "仙度丽娜", + "任务", + "体能", + "余生请多指教", + "你一提", + "你可以去看看", + "你听说", + "你觉得怎么样", + "使命的召唤", + "依比呀呀", + "借过", + "健宝园", + "催眠裁决", + "元宵", + "充电器", + "光明", + "全国", + "八嘎", + "公里", + "兰欣", + "兴奋", + "内存", + "冠军", + "冰凉", + "冲洗", + "减肥", + "出不来", + "出击", + "出头", + "列车", + "判断", + "利刃破冰", + "别处", + "前头", + "剑王朝", + "剪子", + "加热", + "动脑筋", + "勇气", + "医师", + "医疗", + "十一", + "单杠", + "厉害不厉害", + "原来是她啊", + "双面", + "反骗天下", + "发动机", + "叮呤呤", + "号上映", + "名单", + "名片", + "听说过吗", + "启示", + "告别", + "告示", + "呜呱呱呱", + "周末", + "呱呱呱", + "咩咩", + "咯咯", + "哈哈是", + "哦呦", + "唐雯桥", + "唱个歌", + "喝喝看", + "喝醉", + "嗓子", + "嗯嗯是", + "嘴嘴", + "团结", + "围兜兜", + "土壤", + "城门", + "埔心", + "堆堆积木碰", + "大厅", + "大腿", + "太好看了", + "太空人", + "太空狗之月球大冒险", + "失踪", + "头顶", + "好呀", + "好啊", + "如懿传", + "如此", + "妖猫传", + "孤儿", + "安全帽", + "安琪", + "宝塔", + "实现", + "实验", + "家家", + "将于", + "将来", + "小儿郎", + "小元", + "小可", + "小姑娘", + "小时代", + "小朋友们", + "小路", + "就是之前演过", + "尽量", + "山楂树之恋", + "山海经", + "巫师", + "巴巴", + "帅不帅", + "年年", + "年的", + "年轻", + "并并拢", + "开不开", + "开头", + "开开心心", + "开开看", + "弄弄看", + "张宇衡", + "当场", + "当然了", + "录像机", + "形容", + "彩带", + "得了", + "循环", + "德志", + "怀疑", + "急诊", + "总算", + "恐怕", + "恢复", + "感兴趣", + "慢吞吞", + "成绩", + "成都", + "我不能恋爱的女朋友", + "我也是来看", + "我就想起来了", + "我想想", + "我最近再看", + "战胜", + "戴维", + "手工", + "手心", + "手把", + "手环", + "扑克", + "打破", + "扣子", + "报销", + "拉杂", + "拉链", + "拐杖", + "招摇", + "拜公", + "拼拼看", + "据说这个电影很好看", + "接近", + "揉一揉", + "搞搞", + "摇控", + "改天", + "改编", + "放羊的星星", + "效果", + "数学", + "日记", + "旺旺", + "明显", + "昏昏", + "星球大战", + "最好的我们", + "月饼", + "本事", + "机关枪", + "来自星星的你", + "来讲", + "柿子", + "标准", + "校长", + "格力", + "桔色", + "梳梳", + "步步惊心", + "残忍", + "母鸡", + "水母", + "汉堡包", + "沉沉地", + "泡泡鼠", + "泰坦尼克号", + "浇浇", + "海绵宝宝", + "海胆", + "海鸥", + "涂涂", + "消毒", + "消防车", + "渔网", + "温柔", + "温顺", + "溺水", + "漫画", + "火灾", + "热一热", + "照射", + "煮煮", + "熊二", + "爱乐之城", + "爱迪达", + "父子拳王", + "爹地", + "牙牙", + "牢固", + "牧场", + "特异", + "犯规", + "独立日", + "猫儿", + "玄武湖", + "王者荣耀", + "玩来玩去", + "琵琶", + "生根", + "用品", + "用处", + "甲虫", + "电瓶", + "电话线", + "男子汉", + "画报", + "留给", + "畜生", + "疯狂的石头", + "痴心绝对", + "瘀青", + "白日焰火", + "白虎", + "的啊", + "的报道", + "的股份", + "相撞", + "眉头", + "真正男子汉", + "瞧瞧", + "知识", + "短的", + "研研", + "砰砰", + "确实是这样", + "福特", + "移动", + "稀奇", + "空心菜", + "空荡荡", + "突然间", + "窗台儿", + "立体", + "第七", + "粗鲁", + "素颜", + "紧急", + "结局", + "美食大冒险之英雄烩", + "羽毛球", + "老九门", + "老奶奶", + "老爷车", + "肉丁", + "肉皮", + "肠胃炎", + "胃口", + "胖嘟嘟", + "胸口", + "脑白金", + "腕龙", + "自个儿", + "自助餐", + "航空", + "花千骨", + "苦苦", + "茭白", + "荠菜", + "莉宣", + "莉莉", + "莲藕", + "落水", + "虾虾", + "蛇颈龙", + "蛋清", + "蜈蚣", + "融融", + "表哥", + "规矩", + "视频", + "认不认识", + "记录", + "讲述", + "调味料", + "豆角", + "财富", + "财物", + "货车", + "贴心", + "走开", + "蹭蹭", + "辣辣", + "还行", + "逍遥又自在", + "這裡", + "遥控器", + "那边儿", + "邮差", + "野外", + "野狼", + "金龟子", + "钉床", + "铅笔盒", + "锄头", + "长脖鹿", + "防护", + "阿奶", + "除非", + "随时", + "雅雅", + "雪花", + "静悄悄", + "音响", + "颁奖", + "颉颉", + "颗颗", + "颜料", + "风雨", + "飞船", + "飞越", + "饭团", + "饿饿", + "香港脚", + "高跟鞋", + "高铁", + "鬼脸", + "鱼", + "鸟儿", + "鸡爪", + "鸡肉", + "麻将", + "麻油", + "鼻孔", + "鼻血", + "龙龙", + "一旁", + "一阵", + "一阵子", + "丁丁", + "七月与安生", + "三体", + "三八", + "三嫁惹君心", + "上午", + "上好", + "上水", + "下边儿", + "不不", + "不但", + "不得", + "不知道你听说过没", + "不知道你看过没", + "世纪", + "东张张", + "东瓜瓜", + "丢失", + "中中", + "中兴", + "中纪堂", + "举行", + "乔安你好", + "也不错", + "也挺好看", + "书名", + "亮剑", + "亮闪闪", + "亲密", + "亲热", + "亲爱的味道", + "亲近", + "人物", + "人行道", + "他人", + "仙人球", + "仙子", + "伟伟", + "伤脑筋", + "伸伸", + "体操", + "体温计", + "何菲儿", + "你坐吧", + "你最近有没有看过", + "你最近有看", + "你没有看", + "你看了没", + "你说", + "侠岚", + "便便", + "便秘", + "保丽龙", + "保持", + "保罗", + "值日生", + "做做", + "做工", + "停止", + "储存", + "先走了", + "光临", + "光线", + "免得", + "公平", + "兰兰", + "关心", + "具体", + "冉冉", + "军军", + "冰糖炖雪梨", + "冷气", + "凑热闹", + "出來", + "分儿", + "初恋这件小事", + "刮刮", + "刷牙", + "刺刺", + "前段时间", + "前进", + "功夫熊猫", + "勤劳", + "包括", + "匆匆那年", + "半儿", + "博人传", + "厨子", + "去不去", + "反省", + "发夹", + "发炎", + "发脾气", + "发财", + "受凉", + "受过伤", + "叮叮", + "可不是吗", + "台北市", + "台语", + "台风", + "叽哩咕噜", + "周到", + "咔嚓", + "咸的", + "咿呀", + "哇哈哈", + "哈楸", + "哎哎哎", + "唱唱", + "啦啦啦", + "善良", + "嘉义", + "嘻嘻嘻", + "嚼嚼", + "四边形", + "回忆", + "团团", + "团队", + "囧妈", + "围兜", + "圆点", + "土拨鼠", + "在啊", + "在地", + "块块", + "坦克", + "基本上", + "堂弟", + "复习", + "复联", + "外用药", + "大猩猩", + "大班", + "大闸蟹", + "大雁", + "天呐", + "天秤", + "天龙八部", + "太空船", + "头盔", + "奕霖", + "女儿们的恋爱", + "她的", + "好像是", + "好喝不好喝", + "好好看哦", + "好莱坞往事", + "姨姨", + "威尼", + "娃娃菜", + "孕妇", + "字儿", + "字母", + "孤单单", + "安徒生", + "完美", + "宝剑", + "宠爱", + "家务", + "对不", + "对着", + "寻龙诀", + "小俊", + "小妹", + "小宇", + "小燕", + "小玉", + "小米", + "小飞侠", + "少女", + "尼斯大冒险", + "屌丝男士", + "山林", + "山猫", + "巧巧", + "巷子", + "帅哥", + "希希", + "常见", + "并且", + "广播", + "庄稼", + "庆功", + "应该还不错", + "座椅", + "开国大典", + "开学", + "开玩笑", + "开车车", + "弄一弄", + "张佳乐", + "张贴", + "弯弯曲曲", + "当时看", + "当然知道", + "得意", + "微微", + "微笑", + "心想", + "快把我哥带走", + "怀抱", + "总结", + "恐惧", + "悄悄话", + "悠然见南山", + "您好", + "想起", + "惹上冷殿下", + "愉快", + "慢的", + "懂事", + "我之前看过", + "我也在", + "我从", + "我去", + "我啊", + "我是小妖怪", + "我是特种兵", + "我来看", + "我看了", + "我觉得还不错", + "我都看", + "战斗机", + "手术", + "打一打", + "打印", + "打死", + "打瞌睡", + "扯铃", + "把玩", + "抓呀抓", + "投靠", + "折叠", + "报警", + "拇指", + "拉肚子", + "拜年", + "拿走", + "挠挠", + "捏捏", + "换换", + "捣蛋鬼", + "掉下", + "搅一搅", + "搞笑", + "摄像头", + "摄影", + "摸了摸", + "撒尿", + "收获", + "放水", + "故事书", + "数据", + "文明", + "斑点", + "新光三越", + "新闻上说", + "方方", + "无奈", + "明月", + "是呢", + "是啊是啊", + "晒太阳", + "晚秋", + "暖暖", + "暴力", + "暴风雨", + "最大", + "最强狂兵", + "最近有一部电", + "月球", + "朋朋", + "望远镜", + "木耳", + "本身", + "村民", + "束缚", + "板擦", + "校服", + "样样", + "根", + "桃花", + "梗子", + "棉袄", + "榛果", + "榨菜", + "欢乐", + "比一比", + "比比", + "毛茸茸", + "水泡", + "水滴", + "水草", + "江城", + "污染", + "没有秘密的你", + "泊澔", + "波波", + "洗发水", + "津津有味", + "浩浩", + "浴池", + "海贼", + "清晨", + "清洗", + "游游", + "溜冰", + "滴滴", + "滴滴答答", + "滴管", + "激情的岁月", + "瀑布", + "火车站", + "灯台", + "灯灯", + "点名", + "烤具", + "烧烧", + "然而", + "熊出没", + "爆米花", + "片", + "牙缝", + "特别的好", + "特地", + "狠狠", + "独自", + "猕猴桃", + "猪排", + "球场", + "琪琪", + "甜蜜", + "生意", + "田田", + "男儿", + "画面", + "白果", + "白狮奇缘", + "白米饭", + "白茫茫", + "百货公司", + "的新闻", + "的那个", + "皮靴", + "盖章", + "目前", + "直线", + "相当", + "看上", + "看不看", + "看了", + "看啊", + "看样子", + "看过", + "看过电", + "瞎说", + "砍砍", + "研究研究", + "砖块", + "硬的", + "确实如此", + "神犬小七", + "神经", + "神雕侠侣", + "种田", + "种类", + "秘果", + "空旷", + "穿穿", + "窄的", + "窄窄的", + "等电", + "筑路机", + "答案", + "算盘", + "篮球场", + "米妮", + "精彩", + "精神", + "红包", + "纺锤", + "纽扣", + "线团", + "组成", + "结痂", + "绝杀慕尼黑", + "绿茶", + "美女与野兽", + "美妙", + "美少女战士", + "老虎钳", + "耳机", + "耶和华", + "肠子", + "背面", + "胭脂", + "脚步", + "脱光", + "脸色", + "脾气", + "芭比", + "花边", + "苗苗", + "茶水", + "茶社", + "茶茶", + "荒野大嫖客", + "荣耀战魂", + "荷花", + "菜刀", + "蒋凡一", + "蘸蘸", + "虎斑", + "蜀汉酒楼", + "蝙蝠狭", + "螺旋桨", + "行为", + "街坊财爷", + "衣裳", + "西望望", + "要好", + "角度", + "譬如", + "认识不认识", + "设计师", + "证明", + "诗人", + "诗歌", + "诗篇", + "说实话", + "说说话", + "请假", + "读心", + "课堂", + "谁说不是呢", + "豆苗", + "起不来", + "起司", + "跟屁虫", + "跨界歌王", + "踢球", + "转来转去", + "辅大", + "辣不辣", + "过后", + "过期", + "过过", + "这是", + "进步", + "迷宫", + "迷局伏香", + "通常", + "道夫功", + "那样子", + "都都", + "酒店", + "酸梅", + "重重", + "野生动物", + "金币", + "金色", + "钟亦琳", + "钟表", + "钱包", + "锅锅", + "门窗", + "问一问", + "防御", + "阿昆", + "阿爸", + "阿祥", + "阿西木", + "陀螺", + "隐形", + "隔天", + "隧道", + "雨衣", + "雷神王", + "青春有你", + "静夜思", + "韭菜", + "顺便", + "频道", + "风之谷", + "饭厅", + "饲料", + "饼饼", + "香蜜", + "驴得水", + "骂人", + "高不高兴", + "鲜的", + "鹿鹿", + "黑暗", + "默默", + "鼓鼓", + "齐齐卡", + "一丁点", + "三十", + "上吐下泻", + "上海堡垒", + "上海话", + "上衣", + "下定决心", + "下蛋", + "不会吧", + "不停地", + "不光", + "不可", + "不止", + "不知不觉", + "不说了", + "丑娃娃", + "世界日报", + "东倒西歪", + "个性", + "丫丫", + "中正", + "中耳炎", + "主持", + "主持人", + "主食", + "也好看", + "也很火", + "了了", + "二狼神", + "五一", + "产生", + "亲爱的客栈", + "什麼", + "今晚", + "仍然", + "他呀", + "付钱", + "仙剑奇侠传", + "以及", + "伟大", + "伤悲", + "伪装者", + "低下", + "低落", + "何以为家", + "余罪", + "你也在关注", + "你关注了吗", + "你可以看看", + "你听过吗", + "你是我眼中的山川和海洋", + "你有没有看", + "你没看", + "你看过电影", + "你知道最近", + "侦探", + "修理修理", + "倒影", + "假想", + "偷偷摸摸", + "偷走", + "像话", + "僵尸", + "光仁", + "光秃秃", + "光芒", + "克服", + "八德", + "公主小妹", + "公文包", + "六边形", + "关键", + "内心", + "内服药", + "写字台", + "农工商", + "冬冬", + "冰冰凉凉", + "冰的", + "冰风暴", + "决战", + "决胜时刻", + "凉帽", + "凯撒", + "出动", + "出奇蛋", + "利利", + "利用", + "利落", + "到不到", + "到尾", + "前面儿", + "剑网三", + "剧名叫", + "加速", + "动一动", + "动不动", + "动画", + "勇猛", + "勾勾", + "十九", + "单车", + "南方", + "博山", + "卧虎藏龙", + "印章", + "危险关系", + "卷闸门", + "压力", + "厚的", + "原先", + "去去", + "双人", + "发动", + "发抖", + "古剑奇谭", + "古墓丽影", + "句号", + "可笑", + "号就要上映了", + "叽叽", + "合理", + "同学你是再看", + "名侦探柯南", + "含义", + "听的", + "听诊", + "启动", + "吱吱", + "吸盘", + "告状", + "周扬", + "呼一呼", + "咕嘟", + "咬一咬", + "咸咸", + "哆嗦", + "哈咻", + "哈哈哈好吧", + "哈啰", + "哈喽", + "哎呦喂", + "哎唷", + "哪裡", + "哭来哭去", + "唐僧", + "啊噢", + "啰嗦", + "喊喊", + "喜唰唰", + "喷射", + "嗡嗡嗡", + "器物", + "器皿", + "噩梦", + "园子", + "围嘴", + "国歌", + "圆溜溜", + "地狱", + "地盘", + "垃圾车", + "堂姐", + "堕落花", + "塞尔达传说", + "增加", + "复杂", + "夏夏", + "外语", + "夜宵", + "夜里", + "大力士", + "大卫", + "大地", + "大型", + "大安", + "大梦难忘", + "大气", + "大胆", + "天才", + "天然气", + "天牛", + "天生", + "天花板", + "太空梭", + "太阳报", + "失事", + "失去", + "夸张", + "奄奄一息", + "奥运会", + "好不好喝", + "好好告别", + "好朋友", + "妮子", + "妹格", + "委屈", + "姨婆", + "娜娜", + "嫌弃", + "嫩嫩", + "学期", + "宇宙", + "客家话", + "宣宣", + "家子", + "宽宽的", + "寄居蟹", + "寒热", + "对打", + "对齐", + "封皮", + "封神三部曲", + "射箭", + "尊姓大名", + "小丑回魂", + "小于", + "小只", + "小情歌", + "小欢喜", + "小气鬼", + "小狗", + "小若", + "小苹果", + "小虎", + "小达", + "小鬼头", + "尤其", + "尤其是", + "就很好看", + "就是他唱的", + "就是这个", + "就诊卡", + "尺寸", + "屁墩", + "山海经之小人国", + "工地", + "左撇子", + "巴掌", + "布袋", + "布鲁托", + "带鱼", + "干净不干净", + "干掉", + "平交道", + "平台", + "幸运", + "幽灵行动", + "应之", + "应该是", + "底座", + "开口", + "开开心心地", + "开花", + "弱视", + "弹奏", + "当你恋爱时", + "当初", + "形式", + "形象", + "很不错", + "很搞笑", + "很火", + "得很", + "得救", + "心思", + "心眼", + "快要上映了", + "思念", + "思考", + "怡希", + "总归", + "悬崖上的人鱼姬", + "情形", + "惊讶", + "意义", + "意见", + "愤怒的小鸟", + "愿望", + "慢慢喜欢你", + "成全", + "我也很喜欢", + "我凭本事单身", + "我到了", + "我和你的名字", + "我在看小说", + "我就是演员", + "我就看", + "我想起来了", + "我是班主任", + "我最近在玩", + "我看过他演的", + "我觉得很好看", + "我超喜欢", + "或许", + "扁豆", + "手擀面", + "手脚", + "手艺", + "打招呼", + "扣扣", + "扫扫", + "折磨", + "报幕", + "拉比", + "拉面", + "拍拍看", + "拳击", + "拼搏", + "拼音", + "拿来", + "挂号", + "挂钩", + "指导", + "挣扎", + "挺好", + "捣捣", + "据说这个", + "掌声", + "探险", + "接受", + "推车", + "握手", + "摇篮曲", + "摩擦", + "撕撕", + "收成", + "收集", + "改正", + "放手", + "救护", + "敬礼", + "文学", + "文莹", + "断桥残雪", + "无主之地", + "无名之辈", + "日历", + "早安公主", + "早睡早起", + "明星大侦探", + "晒晒", + "暮光之城", + "最近我在", + "最近新出的", + "最近有一部", + "有名", + "服务", + "服务生", + "机车", + "杀虫剂", + "条", + "来电", + "杨昇桦", + "杰克", + "松饼", + "林瑞杰", + "枴杖", + "柳橙", + "格林威治时间", + "格林童话", + "桃心", + "案板", + "梁龙", + "梳头", + "棒不棒", + "榛子", + "橘红", + "欢天喜地七仙女", + "歌词", + "步骤", + "母亲", + "每日镜报", + "比方说", + "毕业", + "毕竟", + "毛虫", + "气喘", + "水平", + "水彩", + "水牛", + "水芹", + "汇报", + "汽油", + "没有看过", + "没有诶", + "油油", + "沼泽地", + "波浪", + "注意力", + "洗过澡", + "流行", + "消防队员", + "淡淡", + "温度计", + "游玩", + "湄公河行动", + "湿的", + "溼溼", + "滴嗒嗒", + "漏气", + "演员", + "澡澡", + "激动", + "火星救援", + "灰灰", + "炒菜锅", + "点数", + "烤炉", + "烧烤", + "煞车", + "照常", + "爱丽丝", + "爵迹", + "爸爸回来了", + "牙科", + "牛下女高音", + "特技", + "特攻", + "狮子王", + "猎豹", + "猫耳朵", + "王八蛋", + "球拍", + "球门", + "瓶瓶", + "甜蜜蜜", + "田地", + "甲鱼", + "电冰箱", + "电扇", + "电热毯", + "电线", + "男士", + "男女", + "画书", + "病房", + "痕迹", + "白日依山尽", + "白痴", + "白眼", + "白蛇缘起", + "白饭", + "白鹿原", + "百叶结", + "的导演", + "的男主", + "监视", + "目录", + "相互", + "相亲相爱", + "看不见的客人", + "看了看了", + "真的好", + "真的很好看", + "眼前", + "知道吗", + "石膏", + "矿工", + "碎碎", + "磨磨蹭蹭", + "示范", + "神探夏洛克", + "种地", + "种种", + "科学", + "秒钟", + "稻草", + "空心", + "立即", + "竹林", + "竹马钢琴师", + "笑嘻嘻", + "第八", + "等级", + "筐子", + "筐筐", + "签名", + "签字笔", + "简直", + "算数", + "算算看", + "管理", + "米米", + "米菲", + "粗心", + "糯糯", + "累不累", + "红旗渠之归来仍是少年", + "红楼梦", + "红毛丹", + "纪念堂", + "纷纷", + "绀青之拳", + "织织", + "网球", + "美劳", + "美容", + "羚羊", + "翘翘", + "翻一翻", + "老头子", + "老男孩", + "耐烦", + "耙子", + "肉松", + "肉色", + "肥料", + "肯定的", + "胆小鬼", + "背影", + "胖不胖", + "脊椎", + "脸蛋", + "腿腿", + "自信", + "自动", + "自我", + "舅外公", + "舅外婆", + "舒不舒服", + "舞蹈", + "艾伦秀", + "节奏", + "节约", + "芋艿", + "芬芬", + "芭乐", + "芯", + "花丛", + "花花草草", + "花苞", + "苦瓜", + "英勇", + "英国", + "英雄", + "英雄联盟", + "茂密", + "茶具", + "草药", + "荔枝", + "荣誉", + "荤菜", + "荧光", + "莫名其妙地", + "萤火虫", + "葡萄干", + "虎子", + "蛋饺", + "蜥蜴", + "行尸走肉", + "装作", + "裡面", + "裤衩", + "裴娟", + "规定", + "讨厌鬼", + "讨论", + "诶你知道", + "请多指教", + "谁的青春不叛逆", + "谎话", + "貼紙", + "购买", + "资料", + "走动", + "走呀走", + "起码", + "超激斗梦境", + "趕快", + "跌倒", + "距离", + "跳个舞", + "蹦蹦跳", + "躲躲闪闪", + "车祸", + "转一转", + "转变", + "轮椅", + "软绵绵", + "辐射", + "辣的", + "边线", + "过头", + "这个我看", + "这个电影巨好看", + "这个电视剧", + "这个电视剧没有", + "这部片子", + "进行", + "造成", + "逸逸", + "遵守", + "那些年", + "那你知道最近要上映一部叫", + "那时风华", + "那是肯定的", + "那部电影", + "郭乃文", + "都是", + "酸溜溜", + "里面儿", + "重的", + "野兽", + "金诗涵", + "金贝妮", + "金针菇", + "金门", + "金黄", + "钓竿", + "钻石", + "钻进", + "铁扇公主", + "铁甲小宝", + "链条", + "锤头", + "键盘", + "镰刀", + "长城", + "长颈龙", + "门票", + "闪开", + "闭闭", + "问问看", + "闯入者", + "阿克苏", + "阿凡达", + "阿娘", + "阿娟", + "阿宝", + "阿尔丁", + "阿开", + "阿德", + "阿阿", + "附近", + "陷阱", + "难得", + "雪白", + "零件", + "面对", + "面疙瘩", + "面筋", + "鞠躬", + "颈子", + "风暴英雄", + "飞利浦", + "飞盘", + "飞龙", + "饺衣", + "馍馍", + "香港", + "香烟", + "香香甜甜", + "馨悦", + "马睿", + "驯龙高手", + "鬼怪", + "魔兽世界", + "鲜花", + "鸡毛飞上天", + "黄山", + "黄牛", + "黄鱼", + "鼻塞", + "一不一样", + "一只", + "一心一意", + "一生", + "一秒钟", + "七月之后", + "三傻闹地球", + "三更半夜", + "三生三世枕上书", + "上映", + "上等", + "上门", + "下手", + "下次有机会", + "不一样", + "不不不", + "不久", + "不仅如此", + "不倒翁", + "不巴", + "不必", + "不是很火吗", + "不热不凉", + "不知道你听过没有", + "不知道是不是真的", + "不过你知道", + "不过话说回来", + "不过这个", + "丑的", + "丛丛", + "丛林", + "东具", + "丝瓜", + "丢丢", + "中国有嘻哈", + "中小", + "中毒", + "中药", + "中餐厅", + "丹丹", + "主任", + "丽雅", + "举起", + "举重妖精金福珠", + "乐儿", + "乐队的夏天", + "乖巧", + "乘务员", + "也要上映了", + "了啊", + "了没", + "二郎腿", + "五维记忆", + "交代", + "交叉", + "交流", + "交警", + "亭子", + "亲切", + "人参", + "人猿泰山", + "他们可是青梅竹马呢", + "他们已不在变老", + "他是", + "仙人掌", + "以下", + "传授", + "体重", + "何以笙箫默", + "作弊", + "你不知道吗", + "你也喜欢看", + "你也看过", + "你关注", + "你可以看一下", + "你在看", + "你好霸王龙", + "你怎么看", + "你是", + "你是来看", + "你最近看", + "你有关注吗", + "你有关注嘛", + "你有玩", + "你玩过", + "你看了没有", + "你看过这个", + "你知道不", + "你该不会说的是", + "你说的应该是", + "你说这个", + "你这", + "你这个", + "你造吗", + "使命召唤", + "例子", + "依赖", + "保健", + "保存", + "保证", + "修路机", + "倚天屠龙记", + "偏偏喜欢你", + "做伴", + "做做看", + "傍晚", + "傻三", + "充电", + "光华", + "光溜溜", + "兜兜", + "全力扣杀", + "公分", + "公文", + "兰花", + "共同", + "关注", + "其实还好", + "养父", + "再生", + "写字板", + "冲动", + "冲澡", + "冲锋", + "决斗", + "净化", + "准确", + "凉鞋", + "凯蒂猫", + "出不去", + "出口", + "击中", + "分针", + "刘元", + "初恋那件小事", + "别碰我心底的小柔软", + "到头", + "到家", + "制品", + "前天", + "前段时间上映的", + "剥剥看", + "办公", + "功夫足球", + "功能", + "加加", + "动物世界", + "包装", + "匆匆忙忙", + "北京爱上西雅图", + "十五", + "十字", + "十年一觉电影梦", + "午休", + "半个喜剧", + "半暖时光", + "华华", + "单子", + "卖场", + "卖房子的人", + "南十字星浪漫笔记", + "卢柑", + "卧铺", + "卷卷", + "卷子", + "厚厚的", + "原来是这样呀", + "原状", + "去了", + "参光", + "叉烧", + "友善", + "友情之上", + "反而", + "发展", + "发明", + "发条", + "取得", + "取消", + "变变", + "叠叠乐", + "口口", + "口吃", + "古亭", + "古董局中局", + "只不过", + "叫什么", + "叮叮当当", + "可以去看看", + "可可", + "可爱的中国", + "可笑地", + "可能是", + "右边", + "叶叶", + "号子", + "叹气", + "合作", + "吉利的", + "吉普", + "吊带", + "同样", + "名堂", + "后来的我们", + "后母", + "后门", + "后面儿", + "向梦想出发", + "听得", + "听话不听话", + "听过", + "吴泾", + "吸吸看", + "吸收", + "吸血鬼骑士", + "呦呦", + "周年", + "味精", + "呼唤", + "命令", + "咸不咸", + "咸蛋超人", + "哇哇哇哇", + "哇哦", + "哇啦", + "哈哈哈也是", + "哈哈哈哈哈", + "哈哈我也是", + "哈雷", + "响声", + "哎吆", + "哎哟哟", + "哗哗", + "哗啦啦", + "哦特之王", + "唇膏", + "商标", + "啊嘛嘛嘛嘛", + "啪嗒", + "啼叫", + "喔喔喔", + "喷器", + "喷水器", + "嗯嗯我也是", + "嘉宇", + "嘎嘎", + "嚓嚓", + "四处地", + "四方", + "四方形", + "回不回来", + "回回", + "困困", + "围攻", + "国家", + "国小", + "图书馆", + "图纸", + "土堆", + "土狼", + "圣代", + "在下", + "在聊", + "地球仪", + "均衡", + "坐垫", + "垂头丧气", + "培训班", + "基玻", + "墙角", + "士兵突击", + "声响", + "处处", + "处罚", + "外号", + "外星女生柴小七", + "多虑", + "夜市", + "够呛", + "大中医", + "大件", + "大伯", + "大吼大叫", + "大喊大叫", + "大好", + "大巴", + "大师", + "大江大河", + "大米", + "大话西游之成长的烦恼", + "天使之恋", + "天国", + "天堂电影院", + "天大", + "天官赐福", + "天山趣", + "天才枪手", + "天文台", + "天王", + "太搞笑了", + "太空大灌篮", + "太阳穴", + "失败", + "头部", + "奔跑吧兄弟", + "奥德赛", + "女士", + "女女", + "奴隶", + "奶嘴", + "她在", + "她演", + "好像是这样的", + "好听", + "好想爱这个世界啊", + "好感", + "好期待", + "好笑不好笑", + "如何", + "妇幼", + "威威", + "孟加拉虎", + "孤孤单单", + "孤岛惊魂", + "学问", + "孩宝", + "孵化", + "安歇", + "宜兰", + "宝高", + "实况足球", + "实话", + "宫殿", + "寒气", + "对于", + "对劲", + "对头", + "对话", + "寻常", + "导演", + "封面儿", + "射击", + "射雕英雄传", + "尊重", + "小伙子", + "小名", + "小声", + "小山河", + "小庆", + "小弟", + "小惠", + "小拇指", + "小星星", + "小晶", + "小猪佩奇", + "小草", + "小青", + "小鹿", + "小黄", + "少少", + "少年宫", + "少年派", + "尚赐", + "就像", + "就诊", + "屁墩儿", + "居住", + "屏风", + "展示", + "展览", + "岁了", + "峰峰", + "崛起", + "工机", + "工研院", + "工资", + "左边", + "布娃娃", + "师父", + "希望的大地", + "帝国时代", + "帮个忙", + "帮手", + "干的", + "干贝", + "平方", + "平菇", + "平行四边形", + "平面", + "年了", + "并排", + "广场", + "广阔", + "床床", + "庭庭", + "开学第一课", + "开心不开心", + "开放", + "异星觉醒", + "引导", + "张牙舞爪", + "弯儿", + "弹力", + "弹珠", + "强求", + "当时我看", + "当然可以", + "彗星", + "彤彤", + "彩虹六号", + "彼得", + "很燃", + "得主", + "微信", + "微风", + "忍住", + "忍耐", + "忙不忙", + "快乐男生", + "念念", + "怀念", + "态度", + "怎么办", + "怎么可能", + "怕生", + "悠可", + "悠闲", + "惠敏", + "慢腾腾", + "懂得", + "懒虫", + "成天", + "成果", + "我也在看这个", + "我也觉得", + "我买的", + "我们的书", + "我先走了", + "我到站了", + "我只看", + "我喜欢", + "我就想起了", + "我当时看", + "我很喜欢", + "我很喜欢看", + "我挺喜欢他的", + "我是从", + "我最喜欢", + "我比较喜欢", + "我爱你", + "我的前半生", + "我的天", + "我的妈", + "我的皇帝陛下", + "我的莫格利男孩", + "我看完", + "我看过", + "我给你开过车", + "我还好吧", + "我还看", + "战长沙", + "战队", + "所在", + "手提包", + "手背", + "扎扎", + "扑唧", + "扑扑", + "打听", + "扬扬", + "扭扭车", + "扭蛋", + "抠抠", + "报幕员", + "抹抹", + "拉一拉", + "拉拉勾", + "拌拌", + "拍不拍", + "拍子", + "拍来拍去", + "拐弯", + "招手", + "拥有", + "拼命地", + "挂面", + "指导意见", + "指甲油", + "按按看", + "挣脱", + "挺不错", + "挺好玩的", + "捕猎", + "排气筒", + "接纳", + "控制", + "提供", + "提出", + "摇篮", + "摩托", + "操场", + "擦宝巾", + "收割", + "放大", + "教具", + "教学", + "教教", + "敲一敲", + "整体", + "斜的", + "新西游记", + "方的", + "旗子", + "无心法师", + "日就要上", + "时针", + "昌吉", + "星球", + "星际救援", + "春江水暖", + "是什么啊", + "是演", + "是电", + "是的是的", + "智慧", + "暑假", + "暖风机", + "暗的", + "暴龙", + "曾祖母", + "最先", + "最新", + "最美的时光", + "最近上映", + "最近很火的电", + "最近有一部新剧", + "最近热播的", + "最近的话", + "最近看了", + "有道理", + "未来", + "杀人不眨眼", + "杂志", + "权力的游戏", + "李娜还调侃她丈夫说如果不是我收了你", + "杏子", + "杠杠", + "来不来", + "松松", + "松的", + "板凳儿", + "极速逃脱", + "构思", + "果皮", + "果酱", + "枝干", + "柳叶刀", + "柴油", + "柴火", + "栅栏儿", + "标题", + "树干儿", + "树林子", + "树根儿", + "树皮", + "根据", + "桌桌", + "桥墩", + "桩子", + "梓墨", + "梳梳头", + "棒冰", + "棚子", + "楼道", + "榜样", + "橘红色", + "橘黄", + "橡皮筋", + "歌仔戏", + "歌儿", + "歌手", + "正义", + "正经", + "正要", + "死掉", + "残垣夜雨", + "毁坏", + "每日邮报", + "毒蛇", + "比如什么", + "比方", + "毕嘉瑞", + "毛笔", + "水手", + "水民", + "水泥", + "汽艇", + "沉睡魔咒", + "沙滩", + "没听过", + "没呢", + "没得", + "没有人", + "油麦菜", + "治疗", + "泽泽", + "洋灰", + "洗洁精", + "洗脸盆", + "洞口", + "洞穴", + "活着", + "测试", + "测量", + "测验", + "浮板", + "海南", + "海南岛", + "海滩", + "海狮", + "海豚湾恋人", + "消炎", + "润滑", + "淄川", + "淋蓬头", + "淡黄", + "深刻", + "清洁", + "清香", + "温和", + "游乐", + "游动", + "溜溜", + "滑板", + "滑溜梯", + "滑的", + "滑雪", + "满意", + "满意地", + "演员的品格", + "漫长的告别", + "灌木", + "火影忍者", + "火星", + "火气", + "火焰山", + "灰尘", + "灵芝", + "炒锅", + "炮火", + "点一点", + "点金胜手", + "烤肉", + "热播呀", + "焖烧锅", + "然后就", + "照亮", + "照着", + "熊大", + "熟的", + "燕饺", + "爆笑校园", + "爬来爬去", + "爬爬", + "爸妈", + "牵牵", + "特别好看", + "特技摩托", + "状态", + "狠狠地", + "狼吞虎咽", + "狼图腾", + "猎场", + "猜拳", + "猪猪侠", + "王国", + "玩一玩儿", + "珍惜", + "理由", + "琼琼", + "瓢子", + "甘蔗", + "甜了青梅配竹马", + "甜蜜再恋", + "生化危机", + "生机", + "生锈", + "电器", + "电影名字叫", + "电蚊拍", + "电视台", + "电话机", + "男朋友", + "疫苗", + "疼疼", + "病情", + "瘦的", + "登登", + "百胜合体", + "的人", + "的女主", + "的小说", + "的市场份额", + "的新闻吗", + "的游戏", + "的确", + "的第二部", + "皇上", + "皮乐", + "皮毛", + "皮蛋", + "监控", + "盗梦特工队", + "相机", + "看头", + "看护", + "看来看去", + "看电视", + "看那个", + "真的挺好看的", + "真的是", + "真的是太好看了", + "真相", + "眼睫毛", + "着急地", + "着想", + "睡懒觉", + "睡眠", + "睡著", + "睫毛", + "瞧一瞧", + "知了", + "知否知否应是绿肥红瘦", + "矮矮", + "确实不错", + "碰碰碰", + "磁带", + "礼拜五", + "神探", + "神盾局特工", + "神话", + "禁锢", + "秃顶", + "秃鹰", + "秒表", + "秒针", + "积极", + "称称", + "移动迷宫", + "稳当", + "稻子", + "穆桂英挂帅", + "空军利刃", + "空地", + "立马", + "竖琴", + "竹东", + "笑咪咪", + "笑来笑去", + "笑脸", + "笑话", + "第两", + "第九", + "等不及", + "筒子", + "答答", + "筢子", + "粉刷", + "粉扑扑", + "粉粉", + "粽子", + "糊糊", + "糖葫芦", + "糨糊", + "系统", + "素描", + "素鸡", + "索性", + "紫竹院", + "紫红", + "红肠", + "红高粱", + "约束", + "纪元", + "纽西兰", + "练练", + "细致", + "织来织去", + "结结实实", + "给给", + "绝招", + "维族", + "绿岛", + "缝针", + "网络奇兵", + "美容院", + "美少女", + "美感", + "美美", + "翘翘板", + "老人", + "老头", + "老早", + "老酒馆", + "而且在", + "而是", + "联想", + "联络簿", + "肉丝", + "肥的", + "肥肥", + "育仁", + "育欣", + "胆量", + "背书", + "胖的", + "胜利号", + "胡扯", + "胡说八道", + "胸脯", + "能量", + "脚底", + "自强", + "自来水", + "臭美", + "舍得", + "舒服不舒服", + "舔舔看", + "艾瑞卡尔", + "节日", + "花坛", + "花篮", + "花茶", + "苕帚", + "苞米", + "英歌魂", + "茉莉花", + "草垛子", + "草草", + "荛荛", + "荤的", + "药师", + "药膏", + "莫尔道嘎", + "莲蓬", + "菇子", + "菜场", + "菲律宾", + "萝卜糕", + "落花流水", + "蒸气", + "蓋起來", + "蓬蓬头", + "蕃薯浇米", + "薰衣草", + "藤椅", + "虽说", + "虾米", + "蛋筒", + "蝇苍", + "血肉", + "行吧", + "街篮", + "衣柜里的冒险王", + "补牙", + "表姊", + "表达", + "衬衫", + "袁捷", + "被窝", + "袭击", + "装备", + "裙裙", + "西湖", + "西西里的美丽传说", + "要播出了", + "规律", + "觉着", + "触电", + "计算", + "计较", + "认得不认得", + "让不让", + "记性", + "许许多多", + "评分", + "识字", + "词语", + "诡美人", + "说的也是", + "诶你最近", + "诶你知道最近", + "读读", + "课程", + "谁愿你嫁给你", + "谋爱上瘾", + "谍海深战之惊蛰", + "谢天谢地", + "豆干", + "豆浆姐姐", + "豆芽", + "象象", + "贝肯熊", + "贤丈", + "赞同", + "赞成", + "赞的", + "赤脚", + "走走看", + "赶忙", + "赶路", + "起劲", + "超级喜欢", + "路人", + "路玉锦", + "路过", + "跳板", + "踏板", + "踮起脚尖说爱你", + "躺躺", + "转学", + "软的", + "轻点", + "轻的", + "辛辛苦苦", + "过昭关", + "运气", + "返回", + "还挺不错的", + "还有就是", + "还比较好看", + "还演过", + "还要", + "这个叫", + "这个我也看了", + "这个是", + "这个电影吗", + "这个综艺", + "这个节目吗", + "这么厉害", + "这款游戏", + "这种", + "这部电影不", + "这首", + "进化", + "迪丽丽的奇幻巴黎", + "追球", + "追踪", + "选台器", + "造反", + "遛弯儿", + "遮住", + "那一夜", + "那你最近在看", + "那你有没有关注", + "那种", + "那肯定的啊", + "那邊", + "部份", + "都会", + "都看过", + "都还不错", + "配药", + "酒瓶", + "酒精", + "酝酿", + "酥的", + "酸菜", + "酸酸甜甜", + "野炊", + "野生", + "金牌特工", + "金钱世界", + "金龟次郎", + "针针", + "钓鱼杆", + "钞票", + "钢铁侠", + "铁道", + "铃谷", + "铆钉", + "银耳", + "销量", + "锐龙", + "长不大", + "门儿", + "闯关东", + "闹腾", + "闻烟", + "闽南话", + "防止", + "阴暗", + "阻止", + "阿斯报", + "阿舅", + "阿雄", + "陌生", + "陛下", + "陪你到世界之巅", + "陪练", + "陪陪", + "随手", + "随着", + "难喝", + "雨菲", + "雨鞋", + "雪地", + "雪碧", + "雪糕", + "雪豆", + "零下", + "雷神", + "露台", + "霸王龙", + "非洲", + "面汤", + "面膜", + "面速力达母", + "韩国", + "顶上", + "顶多", + "顶瓜瓜", + "顺理成章", + "领带", + "颗粒", + "飘来飘去", + "飞侠", + "飞狐", + "飞虎之雷霆极战", + "飞虫", + "飞跃", + "飞镖", + "食品", + "餐椅", + "饭粒", + "香甜", + "马马", + "驯鹿", + "骚包", + "高兴不高兴", + "高大", + "高尔夫", + "高雄", + "鬃毛", + "魔戒", + "魔棒", + "魔道祖师", + "鲜奶", + "鸡肫", + "鹌鹑", + "黄子庭", + "黄鹤楼", + "黏一黏", + "黑漆漆", + "黑熊", + "黑豹", + "齐亚", + "一个个", + "一个秘密", + "一会会", + "一刻", + "一口气", + "一咬口", + "一天", + "一帘幽梦", + "一年级", + "一念之间", + "一念无间", + "一次性", + "一生一世", + "一起探索吧", + "一路成年", + "一车四仆", + "一闪一闪亮晶晶", + "一顿骚操作突破", + "万众一心", + "万兽节", + "万物", + "万能", + "三千鸦杀", + "三峡", + "三心二意", + "三海经", + "三角龙", + "上不去", + "上云", + "上低音号", + "上场", + "上映后", + "上校", + "上游", + "上课都在看", + "上谊", + "上路", + "下不去", + "下棋", + "下次有机会再打了", + "下面儿", + "不一会儿", + "不一样又怎样", + "不仅有徐娇呢", + "不像其他国家我还知道有梅西", + "不再见", + "不分上下", + "不及", + "不太清楚", + "不好好上班", + "不差钱", + "不幸", + "不得不", + "不怕老板看到", + "不明", + "不是吗", + "不是啦", + "不是很好看", + "不理不睬", + "不等", + "不足", + "不过", + "不过不是电", + "不过前段时间", + "不过反观周琦", + "不过在", + "不过我之前看", + "不过我最近在看", + "不过我看", + "不过我觉得", + "不过现在", + "丑小鸭", + "专门来", + "世界杯", + "东京食尸鬼", + "东北", + "东咚懂冻", + "东张西望", + "丢弃", + "两下", + "严严实实", + "严肃", + "丫头", + "中午饭", + "中华民族", + "中暑", + "中等", + "中途", + "串烧", + "丹尼斯", + "为止", + "主动找对抗顶飞防守人", + "主要是", + "主角", + "主题教育", + "举办", + "举重妖精", + "久的", + "之前参加", + "之前参加过", + "之前很火的", + "之前演", + "之前看他参加", + "乌珠穆沁恋歌", + "乍一看", + "乐器", + "乐坏", + "乐宝", + "乔安", + "乘坐", + "九州缥缈录", + "也上", + "也不是", + "也对", + "也很好看", + "也是他拍的", + "也是哈", + "也是我朋友推荐我看的", + "也还好", + "乡下", + "买不起", + "买家", + "乳牙", + "了事", + "争取", + "争夺", + "事实", + "事实上", + "事故", + "二手车", + "云云", + "五星红旗", + "京东校园之星", + "京城", + "亮光", + "亲手", + "亲爱的热爱", + "亲爱的自己", + "亲爱的药王大人", + "亲生的", + "亲眷", + "亲自", + "人不彪悍枉少年", + "人与自然", + "人为", + "人士", + "人家是从小培养的", + "人才", + "人生", + "人真多啊", + "人队", + "今天上映得", + "今年上的", + "介入", + "从不", + "仔细地", + "他参加", + "他参加的", + "他只要赢了球就全场奔跑", + "他拍的", + "他挺帅的", + "他是不是演过", + "他还参加了综艺节目", + "他还导演", + "他还执导过", + "他都没心思学", + "仙剑", + "仙女湖", + "仙履奇缘", + "仙鹤", + "代岚溪", + "以上呢", + "以前看", + "以前看她的", + "仪器", + "伊比", + "优秀", + "优酷的", + "优雅", + "会会", + "会啊", + "会议", + "传单", + "传播", + "伦伦", + "估计是", + "伸呀伸", + "伺候", + "但是我", + "但是我对", + "但是我看", + "但是还是要从孩子的", + "低的", + "住一住", + "体力支撑不住", + "体温表", + "余阳", + "作品", + "作文", + "你不是真正的快乐", + "你不知道啊", + "你也", + "你也可以去看看", + "你也可以酌情安排上", + "你也在玩", + "你也在看这个", + "你也在看这个新闻啊", + "你也来看这个", + "你会去看吗", + "你会发现", + "你关注过吗", + "你去看了吗", + "你可以去听听", + "你可以听一下", + "你听了吗", + "你听起来很甜", + "你听过这电影吧", + "你喜欢", + "你嘞", + "你在听的个是", + "你在玩", + "你在看这个", + "你应该说的是", + "你是再看电影", + "你是想说", + "你是我的眼", + "你是我的答案", + "你是看", + "你最近有关注", + "你最近有没有看", + "你有了解吗", + "你有没有听说过", + "你没有听过吗", + "你玩", + "你玩过吗", + "你看了", + "你看我之前给我家孩子请家教", + "你看没看过", + "你看电影", + "你看过了嘛", + "你看过他的", + "你看这个", + "你真的是个有意思的人", + "你知道吗下个月", + "你觉得", + "你说我听着呢", + "你说的", + "你说的是不是", + "你说起这个", + "你说起这个我就想起了", + "你这是看的", + "使劲地", + "使徒行者", + "使者", + "侄女", + "依依不舍", + "依旧", + "依比", + "侠盗猎车手", + "便利", + "俏皮女学生", + "信号", + "信息", + "修一修", + "修修", + "修女", + "修改", + "倒来倒去", + "倒楣", + "倒立", + "倒计时", + "倒退", + "倔强", + "值得一提的是", + "值得期待", + "假设", + "假设性无罪", + "做家务的男人", + "偶然", + "偷懒", + "傻瓜", + "像像", + "像是", + "儿童乐园", + "先下了", + "先不说啦", + "克莉丝塔", + "入殓师", + "公交", + "公交车来了", + "六欲天", + "兰州", + "兰色", + "关节", + "兴高采烈", + "其余", + "其实就像边三轮和两轮摩托的区别", + "其实我觉得", + "其实近两三年丁俊晖身边发生了不少事情", + "典典", + "养分", + "养成", + "再次", + "再见了", + "写一写", + "写字桌", + "写实", + "军团再临", + "农夫", + "冰冻", + "冰凉凉的", + "冰山", + "冰袋", + "冲刷", + "冲刺", + "决战时刻", + "准备好了哦呦", + "凉一凉", + "凉的", + "凌云", + "减少", + "几时", + "几米", + "凯文", + "凯旋门", + "凸凸", + "出事了", + "出外", + "出来的时候", + "出版", + "刀鱼", + "分别是", + "分心", + "分类", + "刑警之海外行动", + "刘子墨", + "刘雨轩", + "刚买的", + "初高中英语就没有及格", + "别告诉她", + "到手", + "到时", + "到来", + "到达", + "制作", + "前几年", + "前夜", + "前进进", + "剛剛", + "剧啊", + "加班", + "加盖", + "动漫", + "动物总动员", + "勇敢不勇敢", + "勺勺", + "包憬晨", + "包被", + "包裹", + "北医", + "十一少年的秋天", + "十五年等待候鸟", + "千金归来", + "半城明媚半城雨", + "半是蜜糖半是伤", + "半条命", + "半泽直树", + "半途而废", + "华夏", + "单挑", + "卖卖", + "南方有乔木", + "卟嗵", + "卡卡", + "卡片儿", + "卫兵", + "卫黄嵘", + "印尼", + "印度", + "即将上映了", + "即将上映吗", + "即将上映的", + "即将在国内上映", + "卷舌音", + "历史的使命", + "历时五年筹备", + "压压", + "压舌板", + "原来是这样啊", + "原班人马打造", + "厨子戏子痞子", + "叉烧肉", + "双截棍", + "反光", + "反射", + "反正都是几千块钱左右的", + "发发", + "发圈", + "发型", + "发怒", + "发疯", + "发箍", + "发觉", + "叔公", + "取名", + "变异", + "变形计", + "变形记", + "变换", + "变魔术", + "口", + "口罩", + "口袋妖怪", + "叫叫", + "叫喊", + "叭瓜瓜", + "叮叮叮", + "叮叮咚", + "可以换啊", + "可以问一下", + "可怜巴巴地", + "可惜了", + "可惜他在", + "可是自从", + "司腾", + "吃人不放盐", + "吃吃饭", + "吃惊", + "吃过饭", + "吃饭不吃饭", + "合力", + "吊点滴", + "吊针", + "同一堂课", + "同事推荐的", + "同志", + "同比增长了", + "名儿", + "名字叫做", + "后院", + "吐槽大会", + "向前", + "含有", + "听你这样说", + "听听话", + "听筒", + "听说这次的", + "吵吵", + "吸呼", + "吹响", + "吹牛", + "吼声", + "呆会", + "告白气球", + "呐呐呐", + "呢你", + "周文宣", + "周而复始", + "呱啦", + "呼喊", + "命中注定", + "命中注定我爱你", + "和平饭店", + "和气", + "和蔼", + "咕噜咕噜", + "咚呛", + "咚咚隆", + "咦咦", + "咩咩咩", + "咯叽", + "咯得", + "咱们结婚吧", + "咳咳", + "哀痛", + "品尝", + "哇啊", + "哈哈哈哈哈哈", + "哈哈说的对", + "哈姆", + "哈巴狗", + "哈气", + "哈蜜瓜", + "响亮", + "哑铃", + "哗啦", + "哞哞", + "哥哥们", + "哥斯拉", + "哦哦哦", + "哭不哭", + "哭呀哭", + "哭泣", + "唉呦", + "唉咿", + "唔唔", + "售价", + "唾沫", + "商业", + "商场", + "商贸", + "啥子", + "啥的我都看过", + "啪啦", + "喀什", + "喔喔", + "喜欢看", + "喜洋洋", + "喜爱", + "喜酒", + "喜鹊", + "喷一喷", + "喷射机", + "喷雾", + "嗅一嗅", + "嗨呀", + "嗯嗯没错", + "嗯对", + "嘎嘎嘎", + "嘟嘟嘟", + "嘭嘭", + "嘿呀", + "嘿呦", + "噔噔", + "器具", + "器官", + "噼里啪啦", + "嚯嚯", + "嚼一嚼", + "四分之一", + "四大名捕", + "回家的诱惑", + "回收", + "因为遇见你", + "国内首部动作医疗救援剧", + "国外", + "国际", + "国际疾病分类", + "图像", + "图章", + "图钉", + "圆圈圈", + "圆柱体", + "圆滚滚", + "圈养", + "圈子", + "在今年", + "在望", + "在远方在这里", + "地面", + "场合", + "均匀", + "坎子", + "坏不坏", + "坏掉", + "坐便器", + "坦克世界", + "埃里克", + "埋葬", + "培育", + "基地", + "基本", + "堂妹", + "堆儿", + "塔子", + "墨水", + "壮的", + "声地", + "备用", + "外地", + "外地人", + "外面儿", + "多力", + "多力特的奇幻冒险", + "多少有点了解", + "夜空中最亮的星", + "夜行", + "大人物", + "大力水手", + "大叫", + "大名", + "大唐双龙传", + "大唐荣耀", + "大圣", + "大多数", + "大头儿子", + "大开演界", + "大摇大摆", + "大方", + "大楼", + "大溪", + "大理", + "大街小巷", + "大话西游", + "大都", + "天下一手", + "天下无敌", + "天作谜团", + "天作迷案", + "天天向上", + "天崩地裂", + "天性", + "天才控卫", + "天祥", + "天空烈", + "太可惜了", + "太可爱了", + "太壮观了", + "太帅了", + "太感动了", + "太极", + "太极拳", + "太激动人心了", + "太白金星", + "太贵了", + "太郎", + "太阳的后裔", + "夫人", + "头箍", + "头鹰", + "奇奇怪怪", + "奇妙的时光之旅", + "奇异果", + "奇特", + "奖杯", + "奖赏", + "套圈", + "奥特", + "女王乔安", + "她是", + "她的电影", + "好事", + "好可爱", + "好吧好吧", + "好听不好听", + "好听吗", + "好嘛", + "好在", + "好多人都在", + "好好笑", + "好客", + "好激动", + "好的谢谢", + "好的谢谢你", + "好看吗", + "如同", + "妈呀", + "妖精", + "妙先生", + "妙妙", + "妻子", + "威胁", + "婉龙", + "媛媛", + "媳妇", + "孔滑器", + "孙燕", + "孝顺", + "孤零零", + "学一学", + "孩子的降生", + "它不再依赖", + "它是", + "宇泽", + "宇航", + "守时", + "守望先锋联赛", + "安全感", + "安哥", + "安妮", + "安徒生奖", + "安然", + "安然无恙", + "安道尔", + "宋嘉敏", + "完工", + "官兵", + "实施方案", + "实际", + "室外", + "家乐福", + "家事", + "家园", + "家居", + "家的", + "家轩", + "宽的", + "宿舍", + "寄生虫", + "密室大逃脱", + "寇力", + "寒假", + "对对齐", + "对比", + "对称", + "对象", + "导游", + "封闭", + "将近", + "小人国", + "小信", + "小儿科", + "小各", + "小咩咩", + "小圆", + "小朋", + "小汗", + "小涵", + "小珍", + "小琪", + "小男孩", + "小看", + "小纬", + "小羊", + "小翠", + "小英", + "小茱", + "小鬼", + "小鸡鸡", + "少爷", + "少的", + "尖不尖", + "就叫", + "就周星驰得", + "就喜欢她了", + "就开始喜欢她了", + "就挺好看", + "就是他演的", + "就是她唱的", + "就是拍", + "就是没时间啊", + "就是演过", + "就是电影", + "就是街舞", + "就是这样的", + "就是那种", + "就知道了", + "就要开播了", + "尴尬", + "尼克", + "尿壶", + "屁屁屁", + "层层", + "居民", + "居民们", + "屋檐", + "屏幕", + "屑屑", + "山丘", + "山山", + "山楂树", + "岁数", + "岗亭", + "工钱", + "已经上映了", + "巴克", + "巴度", + "巴里", + "布伦达", + "布布恰恰", + "布袋戏", + "布鞋", + "帅帅", + "帆船", + "师", + "帕特亚", + "带不带", + "带带", + "帮帮忙", + "干啥", + "平地", + "平安", + "平板", + "年少成名", + "年的那部", + "并利旧", + "并拢", + "幸亏", + "幸福还会来敲门", + "幻觉", + "幼稚", + "幽谷", + "广告栏", + "广岛之恋", + "床头柜", + "应承", + "应用程序", + "应该还可以", + "废物", + "废纸", + "废话", + "度过", + "庭院", + "建军大业", + "建筑师", + "开不开心", + "开发", + "开封府传奇", + "开小差", + "开开心", + "开播", + "开饭", + "异型", + "弓箭", + "引起", + "张子叶", + "张意江", + "张瀚睿", + "张雨婷", + "弧线", + "强烈", + "强生", + "强身健体", + "归去", + "当幸福来敲门", + "当时很火的", + "当机", + "当然不会了", + "当然是", + "当然看过了", + "当然知道了", + "录像像", + "录影", + "形影不离", + "彼此", + "很喜欢呐", + "很有意思", + "很有看点", + "很真实", + "很精彩", + "徐州", + "徐甜甜", + "徒手攀岩", + "得先走了", + "得得", + "微软刚发布了一款平板电脑呢", + "德行", + "德鲁纳酒店", + "心事", + "心安啦", + "心急", + "心灵法医", + "心藏", + "心跳", + "必要", + "必需", + "志坚", + "忙忙", + "快点儿", + "快看完了", + "怎么了", + "怕人", + "急急", + "急急忙忙", + "急的", + "怪不得", + "怪侠欧阳德", + "怪兽之王", + "怪异", + "恩恩", + "恶作剧", + "恶妮", + "悍匪都是小宝贝", + "您可以看看", + "悲伤逆流成河", + "情景", + "情深深雨蒙蒙", + "情绪", + "情谊", + "惊吓", + "惠顾", + "惨兮兮", + "惨重", + "想出去玩", + "想到", + "惹不起的殿下大人", + "愁眉苦脸地", + "意味", + "意境", + "意象", + "感人", + "感伤", + "感受", + "感激", + "感觉还不错的样子", + "愤怒", + "慌里慌张的", + "懂不懂", + "成群", + "我不是精英", + "我不能恋爱的女友", + "我之前", + "我之前看他演的", + "我之前看他的", + "我之前看过一部电影叫", + "我之前看过他演的", + "我之前还看过一部电影叫", + "我也去电影院看了", + "我也去看", + "我也喜欢他", + "我也感觉是", + "我也是从", + "我也是这么觉得的", + "我也有买那个小说呢", + "我也玩", + "我也看了", + "我也看了这个", + "我也看过", + "我也看过这个", + "我也超级喜欢他的", + "我从他演", + "我倒是看", + "我再看", + "我准备看这个", + "我前段时间看", + "我去坐车啦", + "我去看了", + "我听说", + "我听过", + "我喜欢看", + "我在看以前的动漫", + "我在看关于", + "我在看肖战的", + "我在网上看", + "我就是看", + "我平时喜欢看电视剧", + "我当然看过了", + "我很期待", + "我得先去上课了", + "我想看这个", + "我昨天才开始看", + "我是之前", + "我是从下看了", + "我是歌手", + "我是看", + "我是陪孩子来看那部动画电影的", + "我最喜欢的书是", + "我最近也在", + "我最近刚看完", + "我最近看", + "我最近看了个英剧改的电影", + "我有啊", + "我没有看过", + "我没看", + "我爱桃花", + "我相信", + "我看了好几遍", + "我看你在看", + "我看你在看这个", + "我看很多观众看电影得热情高涨呀", + "我看过他的", + "我看过她演的", + "我看过她的", + "我知道了", + "我知道这个", + "我要回去看足球比赛了", + "我觉得你这个想法是好的", + "我觉得很不错", + "我觉得有可能", + "我觉得还挺好看的", + "我记得在", + "我记得是叫", + "我还挺期待", + "我还有事", + "我还有点事", + "我还没有去看", + "我高中参加过", + "所以我们看到了运球技术国内独一档", + "扁桃腺", + "手指甲", + "手法", + "手续", + "手链", + "手风琴", + "才知道的", + "扑嗵", + "打勾勾", + "打包", + "打哈欠", + "打嗝", + "打得开", + "打悠悠", + "打打看", + "打扰一下", + "打柴", + "打烊", + "打球", + "打过架", + "打钩", + "打開", + "扔来扔去", + "托盘", + "扣篮", + "扫描", + "扫除", + "扬子", + "扭扭捏捏", + "扮家家", + "扶梯", + "批发", + "抓一抓", + "投手", + "抖抖", + "抗拒", + "抛弃", + "护士长", + "报复", + "抱来抱去", + "抽烟", + "抽纸", + "拉倒", + "拉比亚", + "拉里", + "拍摄", + "拍摄及后期制作耗时两年", + "拔河", + "拔牙", + "拖拖", + "拜拜哦", + "拥抱", + "括号", + "拼一拼", + "拿下", + "拿拿看", + "挂档", + "挂钟", + "指挥", + "挑选", + "挑逗", + "挺多人都说挺不错的", + "损伤", + "捡一捡", + "捡捡", + "换一换", + "换班", + "捣一捣", + "据说这个剧很好看", + "据说这个电影巨好看", + "据说这个电视剧很好看", + "掉了", + "掌握", + "排放", + "接力棒", + "接力赛呢", + "接口", + "接接", + "推测", + "推荐你去看看", + "掰掰", + "描写", + "提前", + "提子", + "揩揩", + "搅拌机", + "搜神传", + "搬来搬去", + "搬运工", + "搭一搭", + "搭建", + "摆平", + "摇摇晃晃的人间", + "摔跤吧爸爸", + "摩天轮", + "摩西堡", + "摸摸头", + "撑撑", + "撒野就是那个巫哲写的那本小说对吧", + "撞来撞去", + "操纵", + "擦擦看", + "收官了", + "收拾收拾", + "改编的电影", + "改编自", + "攻壳机动队", + "放声", + "放松", + "放过", + "故乡", + "故宫如梦", + "教育", + "散架", + "文具", + "斗斗", + "斜坡", + "斯波尔斯特拉", + "新包青天之血酬蛊", + "新奇", + "新白蛇传", + "新街口", + "方便面", + "方芳", + "方面", + "旋转木马", + "旋转陀螺式转身上篮的郭艾伦", + "旋风少女", + "无拘无束", + "无比", + "无法拥抱你", + "无聊看电视", + "无问西东", + "无间道", + "既是", + "日上映", + "日上映了", + "日光之下", + "日报道", + "日日", + "日积月累", + "早早", + "时代了", + "时光", + "时常", + "时期", + "时间都知道", + "昆昆", + "昊宇", + "昊昊", + "明亮", + "明侦", + "明泽", + "明白地", + "易拉罐", + "昕毅", + "星辰大海", + "星际争霸", + "星际穿越", + "是一部电影", + "是不是很好看", + "是不是很快", + "是不是演", + "是个电", + "是他", + "是叫", + "是在", + "是完整独立的", + "是挺不错的", + "是真的", + "是真的吗", + "是真的好看", + "是真的很好", + "是讲什么的", + "显得", + "晏传茗", + "晓得不晓得", + "晕晕", + "晕眩", + "普陀山", + "景色", + "智柔", + "暂行规定", + "暗影要塞", + "暗恋橘生淮南", + "曾经的郭艾伦", + "替代", + "最后生还者", + "最后跑了第三名", + "最喜欢看的就是", + "最经典的就是", + "最近一直都在看", + "最近不是有一部叫", + "最近你看", + "最近在玩手游", + "最近很火的", + "最近我在看", + "最近我都在", + "最近才买", + "最近新出了一部电", + "最近有一部叫", + "最近有部电", + "最近电", + "最长的电影", + "月上重火", + "月亮不睡我不睡", + "月儿", + "月光男孩", + "月嫂", + "有一", + "有一部", + "有可能哈哈", + "有呀", + "有天", + "有没有看", + "有点像", + "有点类似", + "有看过", + "服服", + "朝下", + "朝霞", + "木兰", + "木制", + "木棍", + "木棍儿", + "未免", + "未来可期", + "未来沙龙", + "本打算去看", + "朱梓宁", + "朵朵", + "机器侠", + "机长", + "杀手", + "杀青", + "杂物", + "李一桐", + "李娜", + "李欣燚", + "李翊诚", + "条条", + "来得及", + "来看看", + "杨千嬅", + "杨柳", + "杨洋", + "板桥", + "林子", + "果肉", + "枯死", + "柄子", + "柏树", + "某某", + "柒个我", + "柜台", + "柺杖", + "树枝子", + "树桠", + "树的", + "校对女孩河野悦子", + "校阅女孩", + "核对", + "核心", + "根根", + "桂鱼", + "桃园", + "框子", + "桌巾", + "桌布", + "桓台", + "梅子", + "梅林传奇", + "梅瑟迈尔", + "梆梆", + "梦一梦", + "梦之路", + "梦想歌唱", + "梦见", + "梯梯", + "棉鞋", + "椭圆", + "楚楚", + "楚楚可怜", + "楼梯梯", + "榨汁机", + "槽子", + "模式", + "模板", + "橄榄", + "橄榄树", + "橱窗", + "次序", + "次求婚", + "次郎", + "欢喜", + "欣雨", + "歇会儿", + "正正", + "此时", + "死心", + "死神来了", + "母亲的去世", + "母新", + "毒气", + "毒液", + "比如之前", + "比赛日", + "比较火", + "毛娃", + "毛栗子", + "毛豆", + "毛钱", + "民为天之丁宝桢", + "气功", + "气呼呼", + "气泡", + "水分", + "水地", + "水坑", + "水晶", + "水杯", + "水枪", + "水槽", + "水浒传", + "水痘", + "水龙", + "汉密尔顿", + "汤勺", + "汤姆叔叔的小屋", + "汽汽", + "沙漏", + "沟", + "沟通", + "没了", + "没准儿", + "没意思", + "没有错", + "没看过", + "没看这个", + "油水", + "油箱", + "治成", + "沾沾", + "沿着", + "法子", + "泡茶", + "泡面", + "波特", + "泼猴", + "洋洋", + "洋葱", + "洗个澡", + "洗发精", + "洗手池", + "洗澡澡", + "洗澡间", + "洗衣间", + "活泼", + "活的", + "流星花园", + "流星雨", + "流氓", + "流水", + "浴袍", + "浴霸", + "海带", + "海林都", + "海棠", + "海鲜", + "涂色", + "消息", + "消防员", + "涛涛", + "润唇膏", + "润润", + "涵涵", + "淋湿", + "深厚", + "深奥", + "混一混", + "混蛋", + "清净农场", + "清新剂", + "清除", + "渐渐地", + "温暖的抱抱", + "温的", + "温馨", + "游乐园", + "游戏机", + "湖人", + "湘君", + "湿漉漉", + "湿答答", + "源头", + "溜滑梯", + "溼答答", + "满地", + "满天都是小星星", + "满头大汗", + "满身", + "滴滴滴", + "滴答", + "漂漂", + "漆黑", + "演出", + "演员的诞生", + "漱口水", + "漱漱口", + "潘盈鹏", + "激光", + "激战", + "灌木丛", + "火炬", + "火炮", + "火的一塌糊涂", + "火遍大江南北", + "火鸡", + "灭火器", + "灰猴", + "灵域", + "灵的", + "灶具", + "灾情", + "炊事班的故事", + "炖一炖", + "炫耀", + "為什麼", + "烁钰", + "烂烂", + "烈火如歌", + "烈火战马", + "烘炉地", + "烟台", + "烦人", + "烦恼", + "烧发", + "烧麦", + "热乎", + "热带鱼", + "热气球", + "热水器", + "热水瓶", + "热火", + "热狗", + "热量", + "然后呢", + "照料", + "照耀", + "熟练", + "燕燕", + "爬一爬", + "爬呀爬", + "爬爬看", + "爱哭鬼", + "爱好", + "爱情上上签", + "爱的味道", + "爱看呀", + "父母爱情", + "爸爸去哪了", + "爹爹", + "爽爽的", + "片片", + "版本", + "牙套", + "牛魔王", + "牧者", + "牵牛", + "牵牛花", + "特价", + "特别喜欢", + "特别的人", + "特洛伊", + "特种兵之火凤凰", + "独孤天下", + "独立", + "猎毒人", + "猛地", + "玉蜀黍", + "王子佳", + "王琳乐", + "王甜歆", + "王者", + "王路", + "王辛", + "玩了玩", + "玩命三日", + "玩艺儿", + "玩过", + "玫瑰花的葬礼", + "现代战争", + "现代汉语词典", + "现在咱们国家在日本的留学比利占", + "现场", + "现已全面开启预售", + "现金", + "玻璃窗", + "珍珠奶茶", + "班车", + "球儿", + "球员", + "球类", + "球赛", + "理工", + "琳达", + "瓢羹", + "甜歆", + "生吃", + "生梨", + "用心", + "用餐", + "甩一甩", + "甩尾", + "甩来甩去", + "由于", + "甲方乙方", + "甲甲", + "电动汽车", + "电子", + "电影", + "电影吗", + "电影很好看", + "电源", + "电热器", + "电磁", + "电蚊棒", + "电钻", + "男主", + "画家", + "疙瘩", + "疯狂动物城", + "疯狂外星人", + "疯狂斗牛场", + "疯狂的外星人", + "疲惫的英雄", + "痰盂", + "瘦身男女", + "瘪的", + "登乐游原", + "發生", + "白兔", + "白日梦", + "白玉兰纪念奖", + "白蚁", + "白龙马", + "百服宁", + "百盛", + "百鸟朝凤", + "的分辨率", + "的呢", + "的嘛", + "的宣传片吗", + "的导演金泰勇", + "的很好", + "的手机", + "的拍摄中去了", + "的故事", + "的时候我好喜欢他", + "的样子啊", + "的比赛", + "的消息", + "的演员", + "的电视剧吗", + "的翻拍", + "的那个吗", + "的预告", + "的黄婷婷", + "皇宫", + "皱皱", + "盆盆", + "盖头", + "盘盘", + "目的", + "相似", + "相当于", + "相簿", + "盼望", + "省得", + "省立", + "眉笔", + "看了没有", + "看似", + "看作", + "看没看", + "看没看明年要上市的一款电脑", + "看清", + "看看看", + "看过他演的", + "看过没", + "看门狗", + "真假李逵", + "真心的", + "真挚", + "真的吗", + "真的巨好看", + "真的是太好了", + "眨巴", + "眼压", + "着眼", + "睡睡", + "睡裤", + "睿睿", + "瞄准", + "矛盾", + "知乎", + "知足", + "知道他", + "石子", + "石頭", + "矿石", + "砰砰砰", + "砰砰砰砰", + "确实很好", + "碍事", + "碎片", + "碎的", + "磨磨", + "礅礅", + "礼包", + "祖国在我心中", + "祝福", + "神力", + "神龙斗士", + "票房很高", + "祸害", + "福隆", + "离去", + "秀秀", + "私人", + "私人定制", + "秦俊杰", + "秦龙", + "稀巴烂", + "程序", + "程度", + "稳定", + "稻香", + "穷人", + "空中", + "空中大灌篮", + "空子", + "空白", + "空隆", + "穿山甲", + "窝窝头", + "窦骁啊", + "笛笛笛", + "符号", + "第一战", + "第二次也很美好", + "第十", + "等下聊", + "等作品", + "等呀等", + "等爱", + "筒筒", + "筷筷", + "简直酷毙了", + "算不算", + "算是吧", + "算算", + "管用", + "篓子", + "篮筐", + "米果", + "米浆", + "米粒", + "类似", + "粉红女郎", + "精力", + "精密", + "精精", + "精肉", + "精致", + "糙糙", + "糯的", + "糯米", + "系列电影吗", + "素云", + "素的", + "紧箍咒", + "累的", + "纠纠", + "纠结", + "红山", + "红扑扑", + "红果", + "红果果", + "红树林", + "红番区", + "红绿灯鱼", + "纯粹", + "纸尿裤", + "纸条", + "纸纸", + "练就", + "细节", + "经理", + "结巴", + "结疤", + "结论", + "绘画", + "绝世千金", + "绝命毒师", + "绝对是真爱", + "绝迹", + "绞一绞", + "统一", + "绣球", + "维他命", + "维柏", + "绷带", + "绽放", + "缝纫机乐队", + "缺乏", + "网剧", + "网易娱乐", + "罗斯", + "罗晋演的", + "罗生门", + "罗纳尔多", + "罚款", + "罚跪", + "美不美", + "美人心计", + "美化", + "美国队长", + "美工刀", + "美术馆", + "美羊羊", + "翻拍的", + "老二", + "老团", + "老妈", + "老弟", + "老炮儿", + "老百姓", + "老老实实", + "而我是最后一棒", + "耳鸣", + "耷拉", + "耽误", + "聚焦反电诈", + "聪聪", + "肉汁", + "肉汤", + "肉类", + "肉食", + "肖战演的", + "胆大", + "背带裤", + "胡同", + "胡撸", + "胡闹厨房", + "胶台", + "脚盆", + "脸脸", + "腐乳", + "腔调", + "腮帮子", + "腰果", + "腾云架雾", + "腿", + "膏膏", + "膏药", + "自个", + "自从看了", + "自在", + "自走棋", + "臭豆腐", + "臭鼬", + "至瑞", + "致我们终将逝去的青春", + "舌尖上的中国", + "舒坦", + "舒舒服服", + "舒跑", + "舒适", + "舔了舔", + "舞蹈风暴", + "色魔", + "艺术", + "节目呢", + "芦笋", + "芭利娜", + "芭蕉", + "芭蕾", + "芭蕾舞", + "花圃", + "花心", + "花椒", + "花瓶儿", + "花被", + "花鹿", + "芳芳", + "苍白", + "苏醒", + "英寸", + "英特尔", + "范围", + "范逸逸", + "范逸骏", + "茅厕", + "茅屋", + "茶叶蛋", + "茶馆", + "茸茸", + "草坪", + "草堆", + "荣耀乒乓", + "荨麻疹", + "药片", + "荷兰", + "荷包蛋", + "荷叶", + "莲雾", + "获得", + "获胜", + "菜心", + "菲菲", + "萨克斯", + "落后", + "落花流", + "落荒而逃", + "葡萄糖", + "葫芦兄弟", + "葱花", + "蒙蒙", + "蒜蒜", + "蒸汽", + "蓝焰突击", + "蓝的", + "蔚蓝", + "薄薄", + "蘑菇汤", + "虎妈猫爸", + "虎姑婆", + "虎斑猫", + "虾皮", + "蚊香", + "蚕豆", + "蚵仔煎", + "蛋卷", + "蜘蛛侠", + "蜡笔小新", + "蝙蝠侠", + "蟹子", + "血小板", + "行李", + "街舞", + "衣饺", + "补习", + "补习班", + "表姐", + "袜裤", + "被寄予厚望", + "裁判", + "装甲车", + "装装", + "裤腿", + "西天", + "西装", + "要上映了吗", + "要不要来", + "要命", + "要强", + "要播出了吗", + "要来了", + "观众", + "观众大赞", + "观看", + "观赏", + "规范职业院校办学行为专项行动计划", + "视力", + "视而不见", + "视角", + "视野", + "觉觉", + "角度考虑吧", + "解开", + "触手", + "試試", + "詹姆斯", + "警长", + "订正", + "认不得", + "认认", + "认识她的", + "许靖杰", + "许魏紫珊", + "设施", + "设置", + "访问", + "评分很高", + "评语", + "试探", + "诗中国", + "诚实的", + "话题", + "该不会", + "误杀瞒天记", + "说很好看", + "说是", + "说来", + "诶哟", + "诶我看你也在", + "诶诶", + "诶那你知道最近那个", + "请多关照", + "请忘记我的名字", + "请您检阅", + "诺诺诺", + "课本", + "课桌", + "谁的青春不迷茫", + "谁都渴望遇见你", + "调查", + "调研", + "谦虚", + "谦谦", + "豆花", + "豆豉", + "豌豆荚", + "豪门恩怨", + "责任", + "贪心", + "贴一贴", + "贴近生活", + "贵州", + "费劲", + "费城", + "费用", + "贾乃亮主演", + "贾尼罗大里", + "资源", + "赋予", + "赛场", + "走吧", + "走廊", + "起來", + "起先", + "起火", + "起重机", + "趁机", + "超喜欢", + "超好看的", + "超帅的", + "越南", + "足爽", + "足球小子", + "路口", + "跳棋", + "跳腾", + "跳蚤", + "跺跺", + "踢来踢去", + "踩一踩", + "踼来踼去", + "蹄子", + "身上", + "身教", + "身穿", + "躲躲", + "车体", + "车厘子", + "车站", + "轨道", + "轩辕剑之汉之云", + "转动", + "转呀转", + "转告", + "轮到", + "轰隆", + "轱辘", + "辛巴", + "边框", + "边缘", + "迅速地", + "过去不过去", + "过度", + "过早", + "过滤", + "过瘾", + "过韶关", + "近的", + "还不如", + "还原", + "还拿了季军", + "还挺喜欢的", + "还是很好看的", + "还有什么", + "还有前段时间的", + "还有苹果", + "还没上映", + "还能", + "还蛮好看的", + "还还", + "这下好了", + "这不", + "这不是", + "这个你听过嘛", + "这个你看过", + "这个你知道嘛", + "这个剧吗", + "这个剧很好看", + "这个好看", + "这个很好", + "这个我不太了解", + "这个我不知道", + "这个是电", + "这个月", + "这个电影好看吗", + "这个电影很好看", + "这个电影没有", + "这个综艺节目吗", + "这个还真不知道", + "这也太", + "这几个", + "这场的比赛打的不是很理想", + "这就是街舞", + "这应该是继", + "这是我印象最深的了", + "这是最好的安排", + "这是电", + "这本书", + "这样的", + "这部剧还挺有意思的", + "这部电视剧没有", + "这首歌", + "这首歌吗", + "远离", + "远门", + "迪斯科", + "迫不及待", + "追尾", + "选手", + "透透气", + "逞强", + "速度与激情", + "造船厂", + "過關", + "遮挡", + "邓伦", + "邓美玲", + "那一篇", + "那个啥", + "那些年我们一起追过的女孩", + "那你听说电", + "那你听过", + "那你在看", + "那你在看最近很火的", + "那你应该看过", + "那你有听过", + "那你肯定知道他的新剧", + "那小", + "那就应该是", + "那当然了", + "那时候", + "那时的他也被看作天才少年", + "那是", + "那这个", + "那首", + "邪恶", + "邮局", + "郭俊辰演的", + "都可以", + "都很火", + "都是一家人", + "都是他写的", + "配对", + "酒吧", + "酒窝", + "醉玲珑", + "采用双连接方式", + "采集", + "释迦", + "里演的是个公公", + "里的", + "里面的视觉效果", + "里面的那个", + "重不重", + "重头", + "野蛮", + "量量看", + "金光闪闪", + "金石堂", + "金黄色", + "鑫鑫", + "钓来钓去", + "钩钩", + "钱币", + "铁道飞虎", + "铲一铲", + "银河补习班", + "银色", + "错失母亲", + "镇定地", + "镇魂", + "长命不老", + "长征", + "长方", + "长条", + "长歌行", + "长相", + "长荣", + "门腔", + "门诊", + "闪光灯", + "闯关", + "闲着无聊", + "闵行", + "闺女", + "队伍", + "队报", + "防身", + "阴凉", + "阴影", + "阶段", + "阿丽塔", + "阿吉", + "阿妹妹", + "阿拉伯", + "阿拉斯加", + "阿欧", + "阿进", + "陈家门", + "陋习", + "降温", + "陡峭", + "随身听", + "难度", + "难看", + "雕刻", + "雪山", + "雪梨", + "雪茄", + "雪青", + "零钱", + "雷电", + "雷雨", + "雷雷", + "霓虹灯", + "霸王", + "霸王别姬", + "青山", + "青春抛物线", + "青春派", + "青色", + "青花瓷", + "青青", + "靓妹仔", + "非得", + "面孔", + "韦德", + "音乐师", + "韵文", + "页页", + "顺利", + "顺着", + "预售票房成绩非常好", + "预期", + "领养", + "领土", + "领子", + "领结", + "额头", + "额娘", + "风向", + "风暴使者", + "风格", + "风铃", + "飙酷车神", + "飞云之下", + "飞吻", + "飞弹", + "飞虎", + "飞身", + "飞鼠", + "食戟之灵", + "饥饿游戏", + "馆长", + "首映", + "香水", + "马上上", + "马戏", + "马里奥", + "马鹿", + "驼鸟", + "驾驶", + "骑骑看", + "骚扰", + "骡马", + "骨折", + "骷颅", + "高丽菜", + "高乐高", + "高压锅", + "高山", + "高度", + "高德森", + "高手", + "高架桥", + "高速公路", + "髫逗", + "鬼吹灯之精绝古城", + "魔兽争霸", + "魔杖", + "魔童降世", + "鱼腥", + "鱼蛋", + "鲑鱼", + "鳄鱼与牙签鸟", + "鳕鱼", + "鳗鱼", + "鸡星", + "鸡柳", + "鸡眼", + "鸭梨", + "鸭肉", + "鹅鹅", + "鹿尾", + "鹿角", + "麝香猫", + "麦克", + "麦当劳叔叔", + "麦粒", + "麦芽糖", + "麻子", + "麻帛", + "黄晶晶的", + "黄河", + "黄花鱼", + "黄酒", + "黄鼠狼", + "黑天鹅", + "黑客帝国", + "黑提", + "黑猩猩", + "黑猫警长", + "鼻头", + "齐全", + "齐天大圣", + "龙船", + ",", + "是", + "一", + "你", + "。", + "这", + "有", + "就", + "他", + "人", + "来", + "们", + "说", + "么", + "那", + "大", + ".", + "要", + "也", + "都", + "时", + "去", + "没", + "得", + "还", + "可", + "后", + "为", + "能", + "对", + "以", + "天", + "下", + "里", + "着", + "家", + "?", + "什", + "想", + "然", + "出", + "多", + "生", + "自", + "和", + "中", + "很", + "事", + "!", + "道", + ":", + "现", + "心", + "给", + "起", + "妈", + "老", + "把", + "年", + "知", + "a", + "开", + "发", + "国", + "只", + "己", + "她", + "真", + "跟", + "成", + "觉", + "回", + "之", + "用", + "怎", + "当", + "十", + "最", + "话", + "实", + "别", + "前", + "候", + "情", + "因", + "些", + "长", + "它", + "分", + "但", + "行", + "做", + "所", + "学", + "方", + "动", + "经", + "定", + "于", + "走", + "种", + "嗯", + "如", + "意", + "吃", + "打", + "三", + "比", + "让", + "而", + "二", + "i", + "再", + "'", + "太", + "又", + "手", + "两", + "间", + "正", + "问", + "从", + "n", + "e", + "公", + "感", + "高", + "、", + "作", + "其", + "明", + "主", + "水", + "关", + "边", + "气", + "同", + "力", + "进", + "物", + "爸", + "哈", + "身", + "次", + "1", + "喜", + "x", + "快", + "像", + "欢", + "法", + "被", + "4", + "体", + "才", + "题", + "爱", + "等", + "花", + "干", + "常", + "找", + "友", + "新", + "2", + "西", + "放", + "直", + "先", + "球", + "无", + "应", + "已", + "相", + "全", + "今", + "理", + "白", + "叫", + "解", + "重", + "活", + "外", + "东", + "特", + "哪", + "完", + "王", + "月", + "变", + "朋", + "几", + "美", + "该", + "您", + "工", + "3", + "钱", + "第", + "更", + "车", + "位", + "日", + "结", + "接", + "声", + "信", + "百", + "o", + "马", + "每", + "四", + "五", + "合", + "眼", + "少", + "谢", + "b", + "度", + "场", + "住", + "加", + "h", + "玩", + "谁", + "此", + "哥", + "平", + "山", + "刚", + "业", + "者", + "向", + "安", + "男", + "确", + "部", + "通", + "门", + "选", + "色", + "故", + "名", + "拿", + "性", + "思", + "表", + "路", + "原", + "量", + "错", + "数", + "答", + "光", + "姐", + "u", + "非", + "受", + "讲", + "亲", + "化", + "告", + "将", + "与", + "目", + "越", + "张", + "死", + "d", + "望", + "系", + "咱", + "记", + "处", + "金", + "c", + "海", + "飞", + "风", + "总", + "认", + "晚", + "g", + "文", + "八", + "近", + "期", + "办", + "案", + "离", + "跑", + "件", + "早", + "提", + "反", + ";", + "房", + "空", + "乐", + "万", + "始", + "笑", + "世", + "帮", + "考", + "队", + "入", + "请", + "买", + "内", + "啦", + "保", + "需", + "红", + "市", + "管", + "且", + "算", + "怕", + "清", + "并", + "六", + "哦", + "报", + "哎", + "宝", + "强", + "赛", + "服", + "员", + "节", + "九", + "任", + "害", + "爷", + "挺", + "星", + "连", + "教", + "象", + "往", + "七", + "交", + "书", + "婚", + "拜", + "民", + "军", + "或", + "利", + "代", + "诉", + "收", + "神", + "远", + "运", + "l", + "睡", + "产", + "便", + "较", + "由", + "够", + "青", + "弟", + "音", + "命", + "流", + "拉", + "求", + "何", + "满", + "火", + "坐", + "亮", + "包", + "母", + "项", + "游", + "0", + "林", + "各", + "字", + "制", + "零", + "饭", + "计", + "父", + "传", + "界", + "千", + "轻", + "鼠", + "单", + "号", + "病", + "整", + "资", + "使", + "猫", + "娘", + "送", + "阿", + "兴", + "容", + "黑", + "块", + "准", + "息", + "线", + "医", + "y", + "阳", + "城", + "演", + "照", + "掉", + "热", + "却", + "指", + "奶", + "网", + "注", + "战", + "质", + "持", + "程", + "形", + "熊", + "转", + "底", + "立", + "南", + "夫", + "许", + "狗", + "决", + "怪", + "慢", + "品", + "足", + "司", + "伤", + "识", + "半", + "周", + "失", + "紧", + "式", + "段", + "步", + "跳", + "喝", + "句", + "兔", + "奇", + "至", + "北", + "台", + "啥", + "播", + "精", + "黄", + "据", + "视", + "建", + "写", + "观", + "妹", + "消", + "俩", + "歌", + "备", + "希", + "s", + "聊", + "深", + "导", + "留", + "巴", + "呃", + "展", + "必", + "改", + "调", + "忙", + "试", + "类", + "石", + "基", + "赶", + "倒", + "愿", + "元", + "食", + "微", + "落", + "毛", + "草", + "终", + "班", + "画", + "$", + "达", + "肯", + "易", + "习", + "布", + "区", + "衣", + "米", + "久", + "态", + "格", + "站", + "岁", + "牛", + "首", + "及", + "鸡", + "科", + "夜", + "联", + "响", + "差", + "养", + "突", + "…", + "急", + "言", + "取", + "细", + "河", + "续", + "脸", + "务", + "排", + "证", + "随", + "功", + "待", + "m", + "闻", + "香", + "龙", + "商", + "复", + "t", + "婆", + "示", + "苦", + "李", + "客", + "共", + "论", + "价", + "装", + "具", + "酒", + "造", + "设", + "断", + "未", + "义", + "查", + "姑", + "刻", + "z", + "敢", + "则", + "领", + "穿", + "雨", + "德", + "脚", + "值", + "极", + "木", + "戏", + "政", + "况", + "误", + "竟", + "角", + "嘴", + "猪", + "切", + "斯", + "术", + "状", + "虽", + "剧", + "析", + "官", + "脑", + "推", + "护", + "费", + "板", + "技", + "除", + "团", + "语", + "r", + "克", + "哭", + "菜", + "救", + "鸟", + "温", + "味", + "专", + "蛋", + "社", + "料", + "速", + "福", + "停", + "治", + "超", + "换", + "校", + "支", + "份", + "华", + "唱", + "组", + "历", + "士", + "众", + "丽", + "标", + "环", + "广", + "坏", + "雪", + "杀", + "卖", + "尽", + "增", + "统", + "绝", + "土", + "继", + "梦", + "背", + "双", + "适", + "洗", + "懂", + "-", + "低", + "规", + "假", + "狼", + "存", + "助", + "尔", + "静", + "药", + "幸", + "拍", + "股", + "破", + "境", + "曾", + "呼", + "云", + "验", + "抓", + "谈", + "礼", + "春", + "参", + "属", + "皇", + "约", + "练", + "简", + "园", + "级", + "英", + "睛", + "压", + "读", + "课", + "集", + "投", + "居", + "念", + "灵", + "依", + "惊", + "伙", + "猴", + "即", + "醒", + "朵", + "显", + "创", + "狐", + "绿", + "朝", + "器", + "列", + "负", + "叔", + "油", + "育", + "密", + "围", + "局", + "店", + "担", + "引", + "陪", + "兄", + "肉", + "羊", + "蛙", + "群", + "忘", + "似", + "冲", + "k", + "独", + "铁", + "择", + "偷", + "抱", + "争", + "楚", + "迎", + "虎", + "京", + "般", + "毕", + "初", + "另", + "村", + "漂", + "钟", + "察", + "弄", + "冷", + "乎", + "厉", + "顾", + "议", + "狸", + "古", + "座", + "船", + "床", + "吸", + "警", + "令", + "彩", + "屋", + "源", + "究", + "圆", + "称", + "素", + "致", + "江", + "举", + "5", + "型", + "靠", + "楼", + "志", + "室", + "险", + "际", + "怀", + "兵", + "责", + "严", + "累", + "坚", + "贝", + "击", + "享", + "图", + "仅", + "野", + "伴", + "测", + "痛", + "妇", + "沙", + "乱", + "f", + "汉", + "置", + "互", + "优", + "袋", + "须", + "麻", + "血", + "模", + "耳", + "洞", + "权", + "积", + "州", + "控", + "顺", + "升", + "研", + "配", + "势", + "激", + "旁", + "率", + "刘", + "翻", + "武", + "户", + "银", + "贵", + "农", + "获", + "舞", + "营", + "爬", + "圈", + "财", + "按", + "承", + "顶", + "喊", + "闹", + "篮", + "疑", + "止", + "胡", + "豆", + "妻", + "森", + "苹", + "姨", + "景", + "降", + "济", + "减", + "藏", + "既", + "修", + "某", + "w", + "防", + "评", + "刺", + "善", + "颜", + "冰", + "富", + "陈", + "烦", + "帝", + "吓", + "材", + "维", + "例", + "午", + "职", + "波", + "健", + "效", + "罗", + "恋", + "史", + "康", + "蓝", + "否", + "纸", + "粉", + "采", + "镜", + "摇", + "迷", + "玉", + "丝", + "架", + "努", + "划", + "植", + "宫", + "卫", + "付", + "哇", + "短", + "鬼", + "永", + "休", + "灰", + "胖", + "甚", + "牙", + "吹", + "田", + "虫", + "层", + "昨", + "熟", + "仙", + "亿", + "冬", + "守", + "招", + "充", + "省", + "露", + "散", + "桌", + "构", + "族", + "乌", + "喔", + "括", + "瓜", + "律", + "季", + "艺", + "退", + "夏", + "摆", + "尾", + "博", + "若", + "毒", + "湖", + "灯", + "智", + "吵", + "甜", + "良", + "借", + "笔", + "预", + "魔", + "阵", + "普", + "妖", + "庭", + "搞", + "索", + "蜜", + "纪", + "p", + "亚", + "杯", + "逃", + "派", + "左", + "虑", + "堂", + "烧", + "杨", + "款", + "渐", + "遍", + "苏", + "府", + "鹿", + "录", + "秀", + "忍", + "介", + "暖", + "j", + "套", + "浪", + "糖", + "异", + "趣", + "旅", + "餐", + "曲", + "伯", + "娃", + "企", + "秋", + "稳", + "疼", + "沉", + "射", + "乡", + "供", + "判", + "弹", + "~", + "频", + "颗", + "委", + "酸", + "孙", + "肚", + "缺", + "鞋", + "党", + "唉", + "斗", + "施", + "窗", + "补", + "麦", + "寻", + "9", + "胜", + "右", + "诗", + "冠", + "票", + "咋", + "洋", + "碰", + "印", + "讨", + "临", + "透", + "盘", + "泡", + "兰", + "烟", + "顿", + "雅", + "弃", + "巧", + "丁", + "恐", + "净", + "媳", + "劲", + "液", + "勇", + "骗", + "帅", + "掌", + "训", + "辈", + "牌", + "摸", + "限", + "概", + "犯", + "忽", + "棒", + "躲", + "危", + "舒", + "悄", + "货", + "鸭", + "输", + "6", + "刀", + "词", + "免", + "丢", + "恩", + "恶", + "困", + "败", + "+", + "笨", + "脱", + "端", + "罪", + "挑", + "探", + "折", + "戴", + "鲜", + "轮", + "劳", + "暗", + "q", + "刷", + "检", + "珠", + "述", + "范", + "茶", + "骨", + "傻", + "默", + "挂", + "巨", + "闪", + "余", + "替", + "束", + "织", + "街", + "抗", + "惜", + "童", + "软", + "操", + "8", + "枪", + "章", + "核", + "奖", + "雷", + "鼻", + "踢", + "归", + "封", + "拼", + "惯", + "含", + "鼓", + "滑", + "聪", + "滚", + "甲", + "释", + "针", + "姓", + "染", + "唐", + "辛", + "监", + "泪", + "挥", + "①", + "齐", + "君", + "抢", + "舍", + "瞧", + "爹", + "均", + "伸", + "私", + "梅", + "②", + "益", + "祝", + "遗", + "触", + "赵", + "逼", + "拥", + "赢", + "氧", + "威", + "秘", + "托", + "饿", + "疫", + "佳", + "弱", + "硬", + "呗", + "莫", + "绪", + "欧", + "融", + "③", + "尊", + "策", + "宁", + "冒", + "奥", + "征", + "杂", + "符", + "诶", + "尝", + "^", + "骂", + "批", + "暴", + "副", + "距", + "汽", + "7", + "疗", + "桃", + "磨", + "胞", + "肥", + "馆", + "棵", + "宣", + "占", + "抽", + "晨", + "纳", + "狮", + "绩", + "滴", + "递", + "搜", + "蜂", + "汤", + "擦", + "移", + "贴", + "躺", + "偏", + "纷", + "剩", + "镇", + "嘿", + "县", + "池", + "④", + "港", + "孤", + "涨", + "绍", + "猜", + "蚁", + "陆", + "烈", + "珍", + "固", + "搭", + "码", + "喂", + "丹", + "革", + "雄", + "尼", + "销", + "扔", + "丈", + "咬", + "仍", + "隐", + "姻", + "嗨", + "聚", + "摔", + "乖", + "尖", + "避", + "桥", + "奋", + "枝", + "腾", + "攻", + "洲", + "敌", + "旧", + "淡", + "虚", + "仔", + "呆", + "偶", + "闭", + "佛", + "盛", + "执", + "蚂", + "混", + "龟", + "祖", + "箱", + "哟", + "额", + "猎", + "隔", + "锅", + "键", + "谓", + "诚", + "磁", + "泥", + "臣", + "庆", + "钻", + "厅", + "墙", + "漫", + "厚", + "络", + "估", + "域", + "飘", + "骑", + "爆", + "奔", + "哼", + "航", + "碗", + "敬", + "垃", + "凉", + "圾", + "搬", + "咪", + "溶", + "阶", + "吉", + "溜", + "诺", + "协", + "购", + "谷", + "唯", + "嫁", + "寒", + "羽", + "妙", + "登", + "穷", + "编", + "吴", + "孔", + "晓", + "赞", + "凡", + "粒", + "韩", + "挣", + "膀", + "抬", + "尤", + "宋", + "荣", + "堆", + "撞", + "幅", + "杰", + "芬", + "鲁", + "培", + "缘", + "赏", + "龄", + "厂", + "扬", + "喷", + "宗", + "柔", + "帽", + "拖", + "嘟", + "庄", + "凭", + "映", + "捉", + "岸", + "嫌", + "央", + "扎", + "狠", + "蛇", + "屁", + "壮", + "扑", + "略", + "签", + "附", + "赚", + "典", + "末", + "迹", + "郎", + "傅", + "秦", + "篇", + "币", + "丰", + "禁", + "载", + "扫", + "卷", + "悲", + "阻", + "讯", + "娜", + "脏", + "撒", + "忆", + "翅", + "彼", + "圣", + "蝶", + "劝", + "灭", + "倍", + "糕", + "握", + "蹦", + "拔", + "症", + "毫", + "辆", + "幼", + "恨", + "宽", + "菲", + "呐", + "糊", + "窝", + "懒", + "怒", + "喽", + "湿", + "雀", + "阴", + "岛", + "欺", + "鹅", + "佩", + "闲", + "怜", + "琴", + "呵", + "逐", + "吐", + "朱", + "蒙", + "损", + "售", + "席", + "鹰", + "途", + "怨", + "尚", + "峰", + "卜", + "启", + "序", + "碎", + "纯", + "—", + "厨", + "萝", + "访", + "链", + "姆", + "腰", + "亡", + "伟", + "铺", + "猛", + "貌", + "炸", + "脾", + "丑", + "梯", + "塔", + "轨", + "乘", + "岩", + "壁", + "狂", + "饱", + "嫂", + "废", + "阅", + "钢", + "竹", + "梁", + "患", + "宜", + "澡", + "浮", + "淘", + "弯", + "敲", + "亏", + "献", + "嘉", + "捕", + "凶", + "审", + "遭", + "厌", + "塞", + "巫", + "慧", + "紫", + "衡", + "颈", + "焦", + "缓", + "涂", + "徐", + "蝴", + "苗", + "殿", + "欣", + "罚", + "咕", + "欲", + "夸", + "震", + "跌", + "壳", + "叹", + "摘", + "烂", + "缝", + "臭", + "荷", + "夺", + "豪", + "粮", + "饮", + "辣", + "耐", + "拾", + "燕", + "蛮", + "饼", + "瘦", + "著", + "迟", + "丛", + "涉", + "箭", + "摩", + "荡", + "租", + "桶", + "旦", + "沈", + "徒", + "授", + "邻", + "延", + "础", + "郑", + "乔", + "挖", + "粗", + "绕", + "兽", + "扰", + "稍", + "缩", + "悔", + "盒", + "描", + "炼", + "炎", + "陷", + "幕", + "肺", + "竞", + "慌", + "宇", + "谋", + "库", + "泳", + "截", + "汪", + "捡", + "励", + "疯", + "残", + "忠", + "眉", + "燃", + "慕", + "仿", + "促", + "拒", + "噢", + "屈", + "账", + "驾", + "牵", + "屏", + "繁", + "辞", + "欠", + "甘", + "朗", + "暂", + "版", + "迫", + "伦", + "恒", + "熬", + "剑", + "迪", + "违", + "盐", + "敏", + "汗", + "坡", + "撑", + "闺", + "董", + "柳", + "艾", + "踏", + "隆", + "嘻", + "恢", + "抖", + "歉", + "振", + "川", + "裁", + "椅", + "番", + "胸", + "洛", + "倾", + "井", + "锁", + "辑", + "勤", + "慰", + "晃", + "扇", + "洁", + "盗", + "璃", + "悠", + "猬", + "呜", + "糟", + "杜", + "―", + "惨", + "浓", + "措", + "扣", + "横", + "媒", + "订", + "萨", + "趁", + "莉", + "污", + "闷", + "沿", + "裂", + "柜", + "债", + "仇", + "秒", + "凤", + "煮", + "舅", + "晶", + "伊", + "噜", + "稀", + "玻", + "埋", + "插", + "宿", + "综", + "曼", + "戒", + "乙", + "忧", + "悉", + "娶", + "挡", + "曹", + "姥", + "鸦", + "宾", + "灾", + "赖", + "潜", + "伍", + "邀", + "耀", + "踩", + "奏", + "睁", + "筑", + "诊", + "仪", + "剪", + "径", + "障", + "盾", + "塘", + "凌", + "堡", + "俗", + "泽", + "彻", + "纠", + "券", + "晒", + "矛", + "傲", + "潮", + "夹", + "魂", + "挤", + "泉", + "恰", + "斤", + "润", + "滋", + "烤", + "醉", + "羡", + "瞎", + "耶", + "眠", + "郁", + "添", + "耍", + "斑", + "愁", + "档", + "瑞", + "胎", + "迅", + "串", + "贷", + "抛", + "霸", + "旗", + "脆", + "愈", + "笼", + "裤", + "勒", + "摄", + "谅", + "坦", + "扶", + "扭", + "溪", + "柴", + "仓", + "砍", + "诸", + "蟹", + "咚", + "薄", + "匆", + "扯", + "齿", + "塑", + "牢", + "疾", + "浑", + "盟", + "翼", + "碳", + "荐", + "羞", + "踪", + "墨", + "伞", + "扩", + "恼", + "仗", + "丫", + "召", + "贫", + "湾", + "跃", + "驴", + "毁", + "盯", + "坑", + "惑", + "赔", + "悟", + "犹", + "渴", + "扮", + "吞", + "壤", + "拳", + "申", + "斜", + "罢", + "匹", + "援", + "丧", + "孕", + "抵", + "苍", + "妆", + "予", + "矿", + "仁", + "幻", + "愤", + "尺", + "郭", + "泰", + "铃", + "炒", + "炮", + "贪", + "瞬", + "储", + "孝", + "寂", + "纹", + "肤", + "昏", + "趟", + "虾", + "氏", + "填", + "伏", + "耗", + "殊", + "锦", + "惹", + "肠", + "脖", + "菇", + "肩", + "汇", + "荒", + "洪", + "贼", + "祸", + "芽", + "嘞", + "匠", + "娇", + "驶", + "矮", + "铜", + "逛", + "杆", + "\\", + "·", + "魏", + "尿", + "萌", + "悬", + "胃", + "蛛", + "刑", + "妮", + "啪", + "戚", + "旋", + "锻", + "凯", + "裙", + "咯", + "仰", + "奴", + "唤", + "呦", + "砸", + "抑", + "侵", + "奉", + "舌", + "瓦", + "爽", + "挨", + "催", + "奈", + "蘑", + "蒸", + "侧", + "葡", + "艰", + "玛", + "菌", + "遥", + "返", + "呈", + "俊", + "卧", + "萄", + "蜗", + "允", + "逆", + "姿", + "罩", + "税", + "函", + "恭", + "赌", + "虹", + "愧", + "津", + "棉", + "v", + "役", + "咖", + "柱", + "垂", + "宠", + "莱", + "寄", + "惠", + "询", + "撤", + "哗", + "绑", + "茫", + "冻", + "稻", + "尸", + "凑", + "腐", + "牧", + "逗", + "玲", + "巾", + "俺", + "骄", + "芳", + "嫩", + "页", + "趴", + "缠", + "蜘", + "迁", + "爪", + "艳", + "尘", + "陌", + "渔", + "酷", + "廷", + "督", + "歪", + "抹", + "陶", + "掏", + "剂", + "唠", + "贤", + "乒", + "畅", + "谎", + "饰", + "豹", + "鸣", + "诞", + "姜", + "憾", + "侯", + "雾", + "薇", + "娱", + "莲", + "贸", + "寞", + "抚", + "歇", + "漠", + "瑰", + "卑", + "啡", + "锋", + "晕", + "琪", + "玫", + "孟", + "届", + "疲", + "贾", + "惧", + "叮", + "袭", + "昆", + "哄", + "嘎", + "榜", + "妃", + "涛", + "漏", + "跨", + "棋", + "瓣", + "吱", + "轰", + "晴", + "盼", + "浅", + "肖", + "捧", + "闯", + "刮", + "婶", + "吊", + "咦", + "拦", + "洒", + "甩", + "蒂", + "寺", + "披", + "卵", + "淋", + "莎", + "炉", + "乏", + "祥", + "纵", + "叽", + "瞪", + "厕", + "桑", + "烫", + "霍", + "乓", + "臂", + "贡", + "牲", + "汁", + "幺", + "偿", + "晋", + "誉", + "昂", + "谱", + "哀", + "圳", + "幽", + "拨", + "吕", + "覆", + "侠", + "呱", + "割", + "岗", + "跪", + "尬", + "循", + "庙", + "拆", + "嚷", + "叙", + "瞒", + "详", + "悦", + "阔", + "翔", + "蚕", + "愉", + "摊", + "灌", + "芦", + "勾", + "慈", + "撕", + "堵", + "陛", + "桂", + "狱", + "贺", + "痒", + "碍", + "澳", + "姚", + "匙", + "愣", + "迈", + "尴", + "雕", + "侦", + "泛", + "浇", + "吼", + "脉", + "螃", + "寿", + "辉", + "寸", + "渡", + "喘", + "钓", + "氢", + "碌", + "啄", + "渣", + "兼", + "绵", + "枯", + "盈", + "拐", + "豫", + "讶", + "浩", + "邮", + "巡", + "殖", + "咐", + "宴", + "脂", + "莹", + "侣", + "俄", + "奸", + "叛", + "扛", + "吻", + "嗓", + "琳", + "堪", + "遮", + "崇", + "泄", + "眨", + "翁", + "赋", + "蹲", + "腹", + "膜", + "誓", + "灿", + "鳄", + "轩", + "岳", + "邦", + "赤", + "俱", + "乳", + "眯", + "钥", + "椒", + "叨", + "姊", + "筋", + "缸", + "劫", + "遵", + "暑", + "诱", + "挽", + "喵", + "矩", + "邓", + "乃", + "匪", + "丸", + "鉴", + "蕉", + "辩", + "竖", + "饶", + "御", + "鹊", + "翠", + "痕", + "黎", + "夕", + "嘲", + "槽", + "掩", + "昌", + "兜", + "埃", + "践", + "牺", + "碧", + "逢", + "冯", + "葛", + "旨", + "宅", + "哩", + "肝", + "捏", + "旺", + "菊", + "蹈", + "茂", + "胶", + "枕", + "浴", + "鹤", + "侍", + "崩", + "蚊", + "滩", + "筒", + "筹", + "仆", + "蔬", + "芒", + "冤", + "耽", + "肌", + "莓", + "惩", + "枚", + "陕", + "疏", + "坛", + "赫", + "梳", + "蒋", + "搁", + "蔡", + "墓", + "绘", + "袁", + "舔", + "慎", + "穆", + "拟", + "霉", + "肃", + "械", + "牡", + "薪", + "朕", + "哲", + "妥", + "亦", + "株", + "弗", + "壶", + "卢", + "煤", + "喳", + "涌", + "瞅", + "轴", + "驼", + "婷", + "咳", + "邪", + "匀", + "螺", + "岂", + "辱", + "陵", + "婴", + "寨", + "泼", + "痴", + "糗", + "驱", + "憋", + "栏", + "岭", + "橡", + "捷", + "蝇", + "崖", + "册", + "揭", + "琢", + "趋", + "绣", + "胁", + "谦", + "揉", + "涵", + "砖", + "勃", + "咽", + "鹏", + "蜡", + "契", + "伪", + "猩", + "酱", + "弥", + "藤", + "∴", + "绒", + "舟", + "籍", + "凝", + "皱", + "穴", + "皆", + "捞", + "押", + "阁", + "葱", + "辨", + "棕", + "亭", + "宙", + "鸽", + "衰", + "谐", + "樱", + "宰", + "咧", + "辅", + "嚏", + "捐", + "伐", + "潘", + "嘱", + "祭", + "腔", + "詹", + "钉", + "咔", + "侄", + "赐", + "鼹", + "怖", + "萧", + "烛", + "剥", + "沾", + "贯", + "鲤", + "腻", + "忌", + "署", + "辰", + "叭", + "叉", + "挠", + "醋", + "裹", + "漆", + "粘", + "辽", + "氛", + "橘", + "黏", + "译", + "杭", + "弦", + "删", + "咸", + "躁", + "塌", + "葬", + "丘", + "胳", + "谨", + "稿", + "茅", + "鞭", + "抄", + "叠", + "囊", + "玄", + "袜", + "彭", + "秃", + "肿", + "蠢", + "浆", + "攀", + "癌", + "蓬", + "巢", + "喇", + "柿", + "帘", + "杠", + "吩", + "茎", + "煎", + "芝", + "毅", + "瑟", + "驻", + "盲", + "咒", + "卓", + "疆", + "扁", + "楠", + "傍", + "聘", + "栽", + "饺", + "携", + "珊", + "膊", + "览", + "喻", + "咨", + "佑", + "弓", + "斥", + "霞", + "晰", + "辜", + "钩", + "帕", + "磕", + "捂", + "垫", + "颠", + "蛤", + "涯", + "搅", + "逻", + "框", + "蹭", + "兮", + "柏", + "袖", + "浸", + "顽", + "耕", + "宏", + "纱", + "赴", + "浙", + "雁", + "湘", + "骚", + "瓷", + "勺", + "葫", + "慨", + "坊", + "吁", + "址", + "唧", + "攒", + "寡", + "犬", + "捣", + "啃", + "宪", + "韦", + "骆", + "泣", + "婉", + "畏", + "潭", + "燥", + "僧", + "胀", + "唇", + "庞", + "诈", + "肾", + "胚", + "碑", + "谊", + "鹦", + "蟆", + "擅", + "勉", + "昭", + "栗", + "淀", + "爵", + "饥", + "颤", + "溃", + "笛", + "鸿", + "鹉", + "哒", + "筝", + "淹", + "铅", + "鲨", + "逸", + "杏", + "沸", + "腊", + "蚓", + "佐", + "粥", + "蚯", + "纽", + "嘘", + "斧", + "卿", + "愚", + "揍", + "魅", + "嗡", + "削", + "钠", + "姬", + "薛", + "赠", + "坎", + "耻", + "仲", + "帆", + "乞", + "筷", + "哨", + "浦", + "茄", + "硫", + "锤", + "朴", + "凸", + "棚", + "甄", + "妨", + "颖", + "宵", + "毯", + "娥", + "柯", + "妒", + "驰", + "嘀", + "拽", + "窃", + "焰", + "锐", + "卦", + "渊", + "鼎", + "逝", + "拓", + "纤", + "萤", + "贱", + "舰", + "哑", + "喉", + "磊", + "蓄", + "蒲", + "旱", + "儒", + "酬", + "恳", + "怡", + "吾", + "泊", + "搏", + "氯", + "衷", + "嗦", + "骤", + "薯", + "屎", + "嚼", + "斩", + "螂", + "庸", + "莺", + "桐", + "狡", + "崔", + "拎", + "蹄", + "翰", + "瘾", + "虐", + "丙", + "枣", + "嗒", + "衫", + "逮", + "窄", + "沃", + "滨", + "枉", + "炫", + "砰", + "劈", + "栋", + "膏", + "衬", + "妾", + "捆", + "募", + "挫", + "酶", + "肢", + "妞", + "伺", + "瑶", + "谣", + "婿", + "劣", + "橙", + "葵", + "吨", + "沫", + "茸", + "挪", + "歹", + "羚", + "豚", + "嚓", + "榴", + "渠", + "窜", + "嗑", + "彤", + "帐", + "歧", + "寓", + "孵", + "逊", + "稼", + "翩", + "蕊", + "媚", + "掘", + "⑤", + "罕", + "扒", + "嫉", + "履", + "藩", + "蜻", + "熙", + "轿", + "蕾", + "裳", + "霜", + "乾", + "掀", + "溢", + "翘", + "祈", + "潇", + "馋", + "凰", + "肆", + "徽", + "搓", + "膝", + "贩", + "颇", + "→", + "蜓", + "嗽", + "哧", + "枫", + "稚", + "碱", + "吟", + "奢", + "筐", + "厘", + "衙", + "卸", + "叼", + "僵", + "衍", + "灶", + "屑", + "妄", + "蝉", + "馨", + "牠", + "裕", + "衔", + "拢", + "屠", + "艘", + "禀", + "啰", + "搂", + "隙", + "兆", + "靴", + "拯", + "坠", + "拇", + "竿", + "廉", + "刹", + "坟", + "旭", + "馅", + "郊", + "雇", + "桩", + "蔽", + "坤", + "绸", + "袍", + "巷", + "哆", + "甭", + "厦", + "昧", + "淑", + "鲸", + "盏", + "倡", + "蜀", + "魄", + "寝", + "铲", + "竭", + "绽", + "杉", + "汰", + "疚", + "缴", + "禅", + "蓉", + "跤", + "耿", + "肪", + "丞", + "惫", + "雌", + "颁", + "峡", + "嗅", + "廊", + "杖", + "倦", + "淇", + "馒", + "懵", + "炭", + "遣", + "舱", + "酿", + "陋", + "恍", + "琦", + "畜", + "讽", + "抠", + "刊", + "籽", + "绊", + "敞", + "澄", + "觅", + "谜", + "淮", + "郡", + "唬", + "拘", + "铭", + "鲍", + "勋", + "撇", + "拌", + "硕", + "纺", + "啼", + "猾", + "艇", + "煌", + "曰", + "蔓", + "戈", + "柄", + "滤", + "荆", + "阱", + "敷", + "琼", + "兹", + "秩", + "芭", + "蝈", + "醇", + "敦", + "帖", + "娟", + "驳", + "斌", + "蝌", + "彪", + "戳", + "澜", + "靖", + "厢", + "丐", + "钦", + "睦", + "贞", + "冥", + "揪", + "涕", + "韵", + "澈", + "瓢", + "俯", + "纲", + "嗖", + "鸥", + "掰", + "瘸", + "屡", + "粪", + "琐", + "腺", + "贬", + "啤", + "萍", + "蚪", + "弊", + "狭", + "拱", + "渗", + "蒜", + "彬", + "雯", + "啸", + "炖", + "泌", + "祷", + "皂", + "勿", + "曦", + "殷", + "篱", + "脊", + "辟", + "遂", + "涩", + "凄", + "椭", + "沪", + "镖", + "拴", + "瘤", + "砂", + "粹", + "蝠", + "惦", + "锯", + "墩", + "兑", + "裸", + "屉", + "氮", + "槐", + "拧", + "栖", + "侃", + "蹬", + "篷", + "粤", + "蟋", + "晾", + "蟀", + "陀", + "仑", + "噩", + "崽", + "烘", + "睹", + "犀", + "毙", + "墅", + "碟", + "铛", + "沮", + "剔", + "钙", + "懈", + "桔", + "栈", + "鳞", + "欸", + "梭", + "聆", + "恕", + "熏", + "锄", + "夷", + "蔷", + "憨", + "掐", + "菩", + "帚", + "蟑", + "皓", + "妍", + "隶", + "缕", + "馈", + "垮", + "鄙", + "嬉", + "嫦", + "惕", + "樊", + "辐", + "淌", + "膨", + "梗", + "─", + "躬", + "媛", + "瑜", + "窟", + "貂", + "筛", + "酵", + "橱", + "魁", + "甫", + "锡", + "撼", + "蝙", + "豁", + "狄", + "辫", + "茉", + "暮", + "氨", + "溅", + "曝", + "檐", + "驮", + "璐", + "盔", + "禾", + "揣", + "氓", + "亩", + "伽", + "弘", + "跷", + "巅", + "滥", + "癞", + "惟", + "汹", + "礁", + "茹", + "刨", + "棠", + "凿", + "佬", + "沛", + "硝", + "禹", + "喃", + "禽", + "铝", + "∵", + "惶", + "笃", + "拂", + "诵", + "惭", + "嗷", + "梢", + "寇", + "滔", + "躯", + "萎", + "谭", + "腕", + "赎", + "熔", + "蚀", + "疤", + "茜", + "哺", + "绎", + "彰", + "瘩", + "疙", + "捅", + "猕", + "窦", + "昼", + "窍", + "婢", + "瀑", + "荫", + "俭", + "吭", + "褐", + "怯", + "隋", + "呛", + "瘫", + "俐", + "暧", + "剿", + "淳", + "讼", + "兢", + "咩", + "⑥", + "惰", + "粑", + "饲", + "侮", + "吏", + "诀", + "狈", + "笋", + "烁", + "&", + "锣", + "奕", + "菠", + "刁", + "巩", + "椎", + "瞄", + "苇", + "撩", + "刃", + "厄", + "葩", + "吒", + "佟", + "沐", + "藻", + "摧", + "棱", + "娅", + "沦", + "坪", + "焚", + "甸", + "熄", + "剃", + "鞠", + "坝", + "獾", + "睿", + "匈", + "揽", + "簧", + "耸", + "簇", + "膳", + "禄", + "棘", + "玺", + "噪", + "郝", + "喧", + "孽", + "矫", + "舆", + "苯", + "咙", + "跋", + "佣", + "噗", + "嘶", + "蚱", + "豌", + "芸", + "邱", + "茨", + "ⅰ", + "棺", + "沧", + "糙", + "霄", + "粽", + "尹", + "瑚", + "堤", + "痰", + "驯", + "崛", + "蹿", + "à", + "菱", + "蕴", + "僻", + "禧", + "韧", + "俏", + "ⅱ", + "韭", + "槛", + "羿", + "苛", + "滞", + "倔", + "噔", + "奠", + "梧", + "沥", + "甥", + "旬", + "昊", + "钳", + "掠", + "骏", + "抒", + "矣", + "絮", + "颂", + "囚", + "苟", + "仨", + "冉", + "苔", + "秤", + "稽", + "鹃", + "唷", + "旷", + "镶", + "漱", + "黛", + "湛", + "峻", + "缚", + "蛾", + "飙", + "绅", + "龚", + "绞", + "跺", + "霆", + "檬", + "窑", + "凹", + "怼", + "挚", + "溺", + "烯", + "糯", + "嚣", + "婪", + "宛", + "哮", + "洼", + "姗", + "岔", + "樵", + "屯", + "痘", + "眶", + "酥", + "芙", + "昔", + "腮", + "浊", + "逞", + "凛", + "晖", + "璋", + "腥", + "彦", + "眷", + "怂", + "冈", + "猿", + "聋", + "伶", + "辖", + "拣", + "浣", + "绷", + "坨", + "幢", + "绰", + "诡", + "俘", + "妓", + "掺", + "鸵", + "泻", + "沼", + "沁", + "茧", + "娲", + "畔", + "缉", + "剖", + "嚎", + "惺", + "晏", + "笆", + "ā", + "枢", + "榆", + "铸", + "踹", + "啾", + "鹂", + "勘", + "吆", + "俞", + "蹑", + "倚", + "尉", + "贿", + "豺", + "钾", + "侈", + "苞", + "钮", + "懦", + "篓", + "唔", + "朦", + "倘", + "扉", + "渺", + "蔚", + "煞", + "锈", + "怦", + "烷", + "蟒", + "趾", + "懊", + "焉", + "磷", + "羲", + "榨", + "螳", + "垒", + "崭", + "犁", + "莽", + "徙", + "酪", + "噼", + "缀", + "辙", + "阎", + "嵌", + "拙", + "襄", + "祁", + "囱", + "焕", + "奄", + "窖", + "霾", + "麟", + "嫣", + "怠", + "捋", + "垄", + "扳", + "柠", + "灼", + "谍", + "蜥", + "陡", + "袱", + "漉", + "胧", + "朽", + "灸", + "隧", + "秉", + "喀", + "诫", + "缤", + "悍", + "敛", + "颊", + "噬", + "烊", + "×", + "漓", + "脯", + "斋", + "睬", + "℃", + "浏", + "幂", + "袄", + "匣", + "桓", + "嘭", + "逍", + "巍", + "鑫", + "犊", + "靓", + "擒", + "穗", + "钞", + "萱", + "暇", + "瘟", + "呸", + "鹭", + "哉", + "祟", + "蜕", + "啧", + "挟", + "昵", + "唰", + "冕", + "舵", + "遛", + "叩", + "倩", + "唾", + "昕", + "绛", + "莞", + "胰", + "呕", + "庚", + "咏", + "廖", + "绢", + "倪", + "剁", + "烹", + "奎", + "摁", + "髓", + "囔", + "擎", + "诏", + "弧", + "徊", + "邵", + "闸", + "徘", + "蘸", + "蜴", + "秧", + "捎", + "瞌", + "舀", + "蝗", + "á", + "撵", + "琅", + "雍", + "歼", + "煲", + "慷", + "韬", + "诧", + "霖", + "绚", + "娄", + "酚", + "璇", + "荧", + "鞍", + "栓", + "祀", + "阀", + "侥", + "渤", + "蛐", + "捶", + "藕", + "撮", + "雏", + "尧", + "卒", + "撅", + "炕", + "疮", + "晗", + "肇", + "诬", + "坷", + "缎", + "肴", + "孜", + "淫", + "阐", + "蔑", + "ǎ", + "碾", + "珑", + "蚣", + "鳌", + "凋", + "撰", + "茬", + "筏", + "聂", + "铮", + "咆", + "狙", + "烨", + "靡", + "膛", + "褪", + "纬", + "寥", + "瘪", + "窿", + "舜", + "蟾", + "溴", + "猝", + "匿", + "肋", + "骁", + "﹣", + "忑", + "敖", + "忐", + "阮", + "馍", + "庐", + "淤", + "骡", + "匡", + "撬", + "虞", + "峭", + "琉", + "顷", + "饵", + "ì", + "硅", + "讳", + "赃", + "棣", + "澎", + "吝", + "钧", + "栅", + "邢", + "钝", + "悯", + "蜷", + "诅", + "崎", + "庇", + "蜈", + "囡", + "磅", + "羹", + "裴", + "冀", + "亨", + "襟", + "茵", + "靶", + "淼", + "癖", + "砌", + "嗳", + "虏", + "ⅲ", + "乍", + "惋", + "蒿", + "厮", + "裔", + "霹", + "鳖", + "蔗", + "蹊", + "镯", + "鳍", + "芹", + "屿", + "碘", + "嗬", + "懿", + "榕", + "遏", + "鸠", + "忒", + "掷", + "炳", + "绯", + "鲫", + "偎", + "迭", + "囤", + "斓", + "诛", + "锵", + "杈", + "鹑", + "殴", + "肘", + "桨", + "咿", + "烙", + "锥", + "岚", + "仕", + "匮", + "辘", + "漾", + "驸", + "鳅", + "è", + "峨", + "庶", + "朔", + "瞳", + "祠", + "雳", + "骼", + "拭", + "窥", + "跆", + "轼", + "辗", + "虔", + "恙", + "惬", + "缭", + "蜍", + "逾", + "坞", + "獭", + "夭", + "戎", + "珈", + "驹", + "侏", + "掂", + "喏", + "芋", + "鸳", + "蝎", + "宦", + "涅", + "溯", + "瀚", + "蚌", + "卤", + "汝", + "琶", + "镁", + "庵", + "鄂", + "洽", + "涡", + "耷", + "蚤", + "鹌", + "迢", + "栩", + "箍", + "堕", + "惮", + "僚", + "矢", + "黯", + "⑦", + "秆", + "颉", + "哐", + "惚", + "衅", + "矶", + "ù", + "狒", + "瑕", + "睫", + "缪", + "谏", + "颅", + "睐", + "赁", + "腌", + "呻", + "撂", + "潺", + "蔼", + "靳", + "汐", + "汲", + "矜", + "芷", + "腑", + "悚", + "殃", + "磋", + "觑", + "驿", + "嗝", + "恺", + "绥", + "炙", + "啬", + "藉", + "鞅", + "楞", + "眺", + "蓓", + "讥", + "嚯", + "墟", + "悼", + "眸", + "鳗", + "盹", + "鸯", + "岐", + "萃", + "颓", + "亢", + "簸", + "邹", + "湃", + "蜇", + "麒", + "嘣", + "酯", + "馏", + "ī", + "咄", + "咣", + "诠", + "麝", + "∶", + "倭", + "帜", + "樟", + "赘", + "痊", + "窘", + "荔", + "赦", + "锰", + "鹳", + "攥", + "涮", + "闫", + "垢", + "霎", + "煽", + "厥", + "嵩", + "窒", + "蛀", + "醛", + "檀", + "臻", + "贮", + "唏", + "濒", + "璧", + "鼾", + "嗜", + "昱", + "涎", + "稷", + "蹋", + "怔", + "岑", + "忡", + "挎", + "绮", + "炊", + "弈", + "踮", + "憔", + "撸", + "琵", + "颐", + "悴", + "涤", + "缅", + "邋", + "癫", + "芊", + "虱", + "怅", + "橇", + "翡", + "腆", + "廓", + "渝", + "炯", + "哞", + "憬", + "杞", + "羔", + "俑", + "胤", + "荤", + "踱", + "坂", + "曳", + "渭", + "畴", + "瞥", + "簌", + "粟", + "粼", + "胭", + "冶", + "搀", + "榛", + "狩", + "苑", + "荚", + "蕃", + "钵", + "擂", + "瞻", + "驭", + "吠", + "楂", + "粱", + "娴", + "楷", + "榄", + "臼", + "酣", + "隘", + "埔", + "峥", + "彝", + "猖", + "珂", + "疹", + "纣", + "褂", + "馄", + "屌", + "祛", + "哝", + "跛", + "锌", + "饨", + "哔", + "橄", + "晌", + "邑", + "酌", + "°", + "噎", + "嫖", + "憧", + "攘", + "浒", + "钗", + "饷", + "髦", + "咂", + "盎", + "咎", + "噌", + "殉", + "箩", + "婊", + "涟", + "弩", + "垛", + "寐", + "羁", + "钏", + "í", + "・", + "谴", + "咤", + "斟", + "咻", + "嬷", + "沌", + "痹", + "蜒", + "褒", + "霏", + "亥", + "坍", + "拄", + "腼", + "鬟", + "瓮", + "锹", + "镑", + "恤", + "沽", + "皎", + "蓑", + "铠", + "們", + "叱", + "柚", + "柬", + "瑾", + "赣", + "鹫", + "帷", + "拗", + "蛰", + "陨", + "厩", + "瞩", + "遢", + "闽", + "匾", + "恬", + "讪", + "雉", + "晦", + "涧", + "笠", + "嗣", + "梓", + "笙", + "翎", + "薰", + "蛹", + "霓", + "淅", + "碜", + "谬", + "迄", + "镰", + "雹", + "拷", + "搔", + "瘀", + "稠", + "燎", + "猥", + "珀", + "痪", + "恃", + "桦", + "咀", + "缆", + "ē", + "毋", + "瞿", + "砚", + "眩", + "脐", + "捍", + "昀", + "殆", + "嗤", + "焊", + "侨", + "瞟", + "醺", + "纶", + "圭", + "翊", + "奚", + "臊", + "酋", + "黝", + "疵", + "翟", + "芜", + "韶", + "簿", + "苷", + "嘈", + "潼", + "竺", + "肮", + "舶", + "蛟", + "迦", + "邯", + "俪", + "溉", + "滕", + "炽", + "熠", + "蛊", + "÷", + "後", + "渍", + "烃", + "玥", + "衩", + "褥", + "饪", + "峙", + "犟", + "鹕", + "ū", + "⑧", + "屹", + "缇", + "辍", + "酝", + "é", + "梵", + "琊", + "讹", + "來", + "涝", + "芥", + "袒", + "抉", + "莴", + "蔫", + "赂", + "慑", + "袅", + "個", + "枞", + "烬", + "缰", + "喋", + "晟", + "烽", + "紊", + "诋", + "辕", + "阙", + "捺", + "杵", + "翱", + "鹈", + "潦", + "谕", + "戊", + "璨", + "闵", + "馁", + "抡", + "濡", + "扈", + "桧", + "浚", + "犄", + "璀", + "萦", + "赡", + "嘤", + "槿", + "蠕", + "哽", + "枸", + "漩", + "琰", + "沓", + "灏", + "茁", + "蜢", + "這", + "吮", + "汕", + "蚜", + "幌", + "汶", + "痣", + "胥", + "炬", + "窈", + "槌", + "釜", + "阂", + "砺", + "肽", + "揖", + "眈", + "蔺", + "呲", + "啕", + "垦", + "毡", + "毽", + "涸", + "憎", + "篆", + "蚩", + "诲", + "佗", + "匕", + "悻", + "镍", + "俨", + "牦", + "铐", + "孰", + "扼", + "擀", + "漪", + "狞", + "钡", + "ɡ", + "佘", + "啷", + "沂", + "迂", + "嘚", + "彷", + "荀", + "褶", + "邝", + "釉", + "飕", + "黔", + "卉", + "埂", + "崴", + "掖", + "皿", + "裘", + "ó", + "徨", + "缔", + "唆", + "汀", + "丕", + "娓", + "牟", + "蛄", + "ǔ", + "•", + "嫔", + "窸", + "耘", + "谚", + "谛", + "鱿", + "宕", + "斐", + "曙", + "溥", + "窣", + "谌", + "鼷", + "摞", + "砾", + "胺", + "骸", + "兀", + "惆", + "戛", + "竣", + "耙", + "藓", + "鬓", + "ò", + "抿", + "亵", + "妲", + "跄", + "邂", + "锭", + "拃", + "麓", + "忏", + "蜿", + "逅", + "逵", + "嫡", + "恪", + "暨", + "戮", + "疡", + "箔", + "侬", + "轲", + "鳓", + "鼬", + "圃", + "弛", + "掸", + "擞", + "泵", + "莘", + "鲢", + "偕", + "痞", + "譬", + "於", + "篡", + "苣", + "酮", + "锂", + "ō", + "卯", + "囧", + "湍", + "皖", + "祯", + "蟠", + "踉", + "迸", + "⁰", + "寅", + "瑙", + "筱", + "阑", + "骇", + "鬃", + "倌", + "伎", + "匝", + "呷", + "泾", + "臀", + "钴", + "鲳", + "鳃", + "冽", + "晁", + "蜚", + "踝", + "铵", + "矗", + "遐", + "鬣", + "堰", + "泸", + "渲", + "嬛", + "彗", + "梆", + "箫", + "簪", + "枇", + "蹒", + "塾", + "涓", + "糠", + "杷", + "炀", + "琥", + "穹", + "篝", + "轧", + "伢", + "泞", + "熹", + "痨", + "笺", + "蕨", + "箕", + "褚", + "龇", + "ú", + "壑", + "娼", + "殡", + "淄", + "秽", + "羧", + "钰", + "闰", + "噻", + "岖", + "愕", + "淆", + "稞", + "裡", + "谪", + "ǐ", + "侗", + "偃", + "喱", + "帛", + "桅", + "汴", + "皋", + "皑", + "镀", + "佼", + "嗵", + "暄", + "焖", + "跚", + "锚", + "髅", + "慵", + "榻", + "诣", + "郸", + "摹", + "榔", + "蛳", + "祺", + "遁", + "戬", + "椿", + "滇", + "骋", + "喆", + "孺", + "拈", + "绫", + "咛", + "悸", + "榈", + "潍", + "衲", + "鸾", + "剐", + "忿", + "沏", + "犒", + "瞑", + "裆", + "說", + "踵", + "飒", + "馊", + "坳", + "壹", + "邃", + "骷", + "嘹", + "噶", + "夯", + "峦", + "瑛", + "畸", + "膈", + "鳝", + "枷", + "禺", + "踊", + "", + "俸", + "岱", + "槟", + "瘴", + "砥", + "缈", + "缥", + "垣", + "桀", + "遨", + "姣", + "汩", + "珞", + "忪", + "恿", + "戟", + "洱", + "秸", + "纫", + "脓", + "芪", + "酞", + "阜", + "啵", + "婀", + "掬", + "汾", + "渎", + "荨", + "戌", + "羟", + "胯", + "诩", + "飓", + "篙", + "籁", + "褴", + "谤", + "佯", + "冢", + "拚", + "汛", + "谗", + "踞", + "麋", + "妩", + "怏", + "狰", + "瓤", + "罔", + "腱", + "跻", + "蹶", + "傣", + "刽", + "汞", + "砝", + "羌", + "蠡", + "邸", + "傀", + "幡", + "歆", + "疟", + "瘁", + "蓦", + "贻", + "兒", + "戍", + "挞", + "焱", + "獴", + "荟", + "螯", + "骛", + "龌", + "儡", + "婵", + "昙", + "晷", + "淙", + "給", + "芮", + "讷", + "龊", + "ě", + "烩", + "臆", + "辄", + "麽", + "佃", + "碉", + "镊", + "陇", + "颔", + "骊", + "抨", + "杳", + "槃", + "缨", + "掳", + "璞", + "稣", + "褛", + "阪", + "偌", + "晤", + "熨", + "蛑", + "蝤", + "赳", + "鲻", + "ǒ", + "宓", + "礴", + "膑", + "荃", + "谙", + "谩", + "鞘", + "噘", + "壕", + "摒", + "敝", + "栾", + "泯", + "煦", + "玮", + "碴", + "踌", + "蹴", + "仃", + "喙", + "浃", + "腋", + "芍", + "鮣", + "咫", + "捻", + "蕙", + "隅", + "劾", + "戾", + "炅", + "痔", + "诽", + "谧", + "雎", + "鲼", + "鸪", + "漳", + "缜", + "羯", + "藜", + "轱", + "镬", + "鸢", + "孑", + "悖", + "筵", + "荞", + "钨", + "霁", + "峪", + "炷", + "踫", + "躇", + "隍", + "呤", + "舷", + "藿", + "锲", + "鸨", + "√", + "嗲", + "弑", + "苓", + "钊", + "龈", + "哙", + "忖", + "忱", + "恻", + "攸", + "裟", + "娩", + "孓", + "掇", + "瞰", + "矾", + "磐", + "缮", + "葚", + "髯", + "札", + "枭", + "鹧", + "孬", + "惴", + "揩", + "琛", + "蛏", + "轶", + "锃", + "媽", + "帼", + "泗", + "蔻", + "薅", + "袈", + "迥", + "颍", + "麼", + "埠", + "帧", + "忻", + "惘", + "窕", + "膺", + "酉", + "酗", + "亘", + "俅", + "岌", + "氦", + "炔", + "菁", + "蓟", + "镳", + "­", + "勐", + "搪", + "會", + "纥", + "茗", + "薏", + "蚝", + "蝼", + "觐", + "颌", + "⑨", + "○", + "夙", + "弼", + "掣", + "肛", + "芃", + "萼", + "倏", + "叟", + "孢", + "徇", + "荼", + "袤", + "锏", + "殇", + "渚", + "猁", + "猞", + "獒", + "痢", + "盅", + "媲", + "宸", + "蹉", + "镐", + "刍", + "嗟", + "芈", + "虬", + "锢", + "鸶", + "搐", + "栀", + "沒", + "皙", + "祉", + "髻", + "垠", + "拮", + "搡", + "昶", + "涣", + "淞", + "町", + "膘", + "葆", + "桠", + "灞", + "谆", + "镂", + "饯", + "嗥", + "噫", + "時", + "瘠", + "窠", + "蛎", + "蛴", + "偻", + "卞", + "痫", + "睽", + "谒", + "邈", + "钿", + "α", + "氟", + "糜", + "纂", + "铎", + "骰", + "黜", + "剽", + "匐", + "哏", + "婧", + "旌", + "淬", + "纭", + "赊", + "跎", + "骞", + "鳎", + "孚", + "恣", + "柑", + "珺", + "筠", + "銮", + "馗", + "亞", + "堑", + "湄", + "傥", + "娉", + "婕", + "扪", + "毗", + "泱", + "畦", + "盂", + "蛆", + "訇", + "铢", + "阚", + "​", + "●", + "嗔", + "囵", + "奂", + "娆", + "娠", + "桉", + "橹", + "铀", + "鹇", + "鹮", + "侉", + "倜", + "楣", + "獠", + "璜", + "芨", + "骥", + "魈", + "囫", + "坯", + "墉", + "沱", + "犸", + "硌", + "胱", + "腚", + "黠", + "噙", + "懋", + "脍", + "讧", + "谟", + "隻", + "骜", + "鲧", + "匍", + "徉", + "怆", + "慜", + "箴", + "缙", + "赈", + "鲑", + "啜", + "弋", + "恹", + "桢", + "玎", + "珅", + "诟", + "還", + "闩", + "亟", + "愫", + "樹", + "焙", + "甬", + "磺", + "蝽", + "袂", + "铿", + "◇", + "娑", + "嫚", + "幔", + "澹", + "牒", + "珩", + "裱", + "谔", + "铂", + "铆", + "颢", + "髡", + "孪", + "徜", + "氰", + "糍", + "郢", + "镭", + "噱", + "犷", + "胫", + "腓", + "诙", + "貉", + "鲈", + "伫", + "佝", + "咴", + "唳", + "妊", + "嶙", + "楹", + "泷", + "煜", + "疱", + "糌", + "臃", + "開", + "阉", + "鹬", + "刎", + "喾", + "姒", + "棂", + "瑁", + "砒", + "砣", + "钛", + "颛", + "鲋", + "", + "娣", + "寰", + "廿", + "氪", + "滟", + "绉", + "萋", + "螬", + "蹼", + "阖", + "毓", + "獐", + "罄", + "肓", + "苕", + "铡", + "顼", + "嗞", + "峋", + "榷", + "滂", + "獗", + "瘙", + "竽", + "觎", + "赝", + "過", + "铤", + "霭", + "鲛", + "咝", + "岙", + "嶂", + "涞", + "漕", + "牯", + "纨", + "★", + "嵘", + "楔", + "濯", + "瀛", + "玷", + "砧", + "糅", + "绡", + "茯", + "蜃", + "趄", + "趔", + "饬", + "饽", + "⑩", + "剌", + "叵", + "嘌", + "攫", + "栉", + "瘌", + "绺", + "舫", + "藐", + "谿", + "铉", + "靛", + "呶", + "奘", + "宥", + "巳", + "挛", + "樽", + "橐", + "盱", + "瞠", + "茴", + "蛔", + "謇", + "阡", + "馥", + "鸮", + "仞", + "侎", + "嫪", + "毐", + "為", + "眙", + "硒", + "纾", + "罹", + "腩", + "荏", + "酊", + "锨", + "馬", + "鲲", + "鳐", + "恁", + "旮", + "榭", + "泫", + "濛", + "篑", + "苒", + "薩", + "诃", + "雞", + "鲶", + "鳕", + "仄", + "冗", + "嘁", + "怵", + "憩", + "扦", + "涿", + "玑", + "谀", + "谄", + "铬", + "佞", + "劭", + "幄", + "怄", + "猷", + "畹", + "缄", + "舐", + "茱", + "谑", + "進", + "邺", + "颦", + "挲", + "潸", + "爻", + "狲", + "稹", + "隼", + "啮", + "庖", + "栎", + "榉", + "歡", + "泓", + "琨", + "痱", + "笈", + "粕", + "羸", + "聽", + "虢", + "谡", + "蹂", + "郜", + "陉", + "魟", + "鸬", + "唁", + "怙", + "擤", + "敕", + "璎", + "痉", + "祢", + "笤", + "脲", + "葭", + "躏", + "阕", + "鲭", + "鲷", + "鹚", + "鹞", + "俾", + "妳", + "學", + "懑", + "抻", + "旯", + "濠", + "濮", + "瓴", + "瞭", + "祗", + "祜", + "罂", + "耒", + "莅", + "衢", + "讓", + "迩", + "郴", + "酩", + "魇", + "", + "愔", + "炜", + "瑪", + "聿", + "荠", + "蒡", + "螫", + "诓", + "谥", + "蹙", + "邊", + "颚", + "鹜", + "齁", + "垩", + "尕", + "沣", + "滿", + "燮", + "狍", + "痿", + "觊", + "講", + "镌", + "頭", + "〔", + "〕", + "姝", + "姹", + "孀", + "嵇", + "忤", + "椴", + "甯", + "痤", + "绾", + "罡", + "褓", + "镣", + "饴", + "驷", + "鹄", + "︰", + "冇", + "崂", + "斛", + "斡", + "琍", + "眬", + "胄", + "莆", + "蚰", + "蜣", + "隽", + "饕", + "點", + "⊙", + "殒", + "渥", + "痂", + "茏", + "菅", + "菏", + "菖", + "讴", + "阏", + "鲱", + "", + "☆", + "凇", + "嗫", + "廪", + "從", + "徵", + "柒", + "檄", + "浔", + "當", + "缢", + "臾", + "褡", + "酰", + "韫", + "鮟", + "鱇", + "麾", + "黢", + "儆", + "妯", + "屙", + "曜", + "濂", + "琏", + "皈", + "睾", + "翌", + "翳", + "荥", + "蒺", + "衹", + "覃", + "醚", + "铱", + "﹑", + "俚", + "兩", + "叁", + "圩", + "壬", + "歙", + "氤", + "氲", + "焯", + "膻", + "舢", + "荻", + "蒹", + "螨", + "襁", + "鄱", + "锉", + "锱", + "骈", + "魉", + "僮", + "剜", + "卟", + "娌", + "柩", + "汨", + "洄", + "燧", + "瓯", + "聒", + "舛", + "苻", + "觥", + "車", + "郦", + "醍", + "铰", + "锺", + "闾", + "黍", + "ǜ", + "₂", + "噤", + "峒", + "棼", + "煸", + "瓒", + "稗", + "蛉", + "轭", + "辔", + "迤", + "酢", + "醐", + "龛", + "兖", + "唢", + "啶", + "嘧", + "嬅", + "帏", + "恸", + "搽", + "旎", + "猢", + "珪", + "瓠", + "眦", + "胛", + "裢", + "贰", + "蹩", + "郅", + "钺", + "阄", + "魍", + "仡", + "俶", + "嫄", + "嫘", + "崑", + "斫", + "斶", + "柞", + "橛", + "玖", + "硼", + "聃", + "聲", + "苋", + "闿", + "鮋", + "²", + "亳", + "嚅", + "婻", + "旖", + "書", + "泅", + "湮", + "滁", + "篾", + "舂", + "诿", + "遴", + "邰", + "钎", + "門", + "陲", + "飛", + "ǚ", + "佻", + "僖", + "庾", + "珐", + "疝", + "痧", + "睨", + "碣", + "脘", + "莜", + "萸", + "蓿", + "觞", + "诘", + "谖", + "跶", + "遒", + "邕", + "铖", + "伉", + "唼", + "妁", + "庹", + "弭", + "徕", + "東", + "潞", + "潢", + "煨", + "琬", + "礅", + "绶", + "蕲", + "虻", + "貓", + "鄢", + "颧", + "馕", + "骢", + "鲟", + "鸩", + "鼯", + "π", + "妤", + "孱", + "幫", + "恽", + "樣", + "氣", + "洵", + "溏", + "胨", + "苌", + "衾", + "诤", + "辇", + "铄", + "锜", + "長", + "靥", + "鲠", + "厝", + "帶", + "幾", + "悌", + "槁", + "氆", + "氇", + "痍", + "癸", + "箸", + "绔", + "臧", + "苜", + "葺", + "蚶", + "诌", + "逋", + "锛", + "間", + "阈", + "陟", + "鞑", + "韪", + "飚", + "鳥", + "鸫", + "俎", + "吡", + "問", + "妪", + "嬴", + "愠", + "揄", + "揶", + "梏", + "樾", + "殚", + "涔", + "滓", + "滦", + "潋", + "煅", + "猊", + "玳", + "珲", + "睑", + "睚", + "矬", + "砷", + "磙", + "笕", + "艄", + "蟲", + "覺", + "谶", + "赅", + "邛", + "铧", + "隗", + "餮", + "驽", + "鲮", + "龅", + "偈", + "凫", + "吖", + "呔", + "啁", + "喟", + "嗄", + "對", + "嶷", + "桎", + "涪", + "淝", + "熵", + "玟", + "畚", + "糨", + "芡", + "苎", + "荇", + "谯", + "貅", + "钜", + "骅", + "鲇", + "鳢", + "鴨", + "鸱", + "麸", + "龋", + "別", + "呯", + "嫱", + "寤", + "屐", + "岷", + "岿", + "撷", + "椽", + "殓", + "泠", + "湎", + "溧", + "琮", + "疥", + "癣", + "矴", + "禮", + "蛭", + "貔", + "貝", + "逑", + "遑", + "醴", + "锷", + "陂", + "靼", + "飯", + "ɑ", + "γ", + "∙", + "儋", + "姘", + "峤", + "彘", + "徭", + "氚", + "煳", + "瑄", + "睢", + "祐", + "绻", + "聩", + "蛱", + "蜉", + "裨", + "諾", + "變", + "诨", + "遠", + "霰", + "│", + "佶", + "勰", + "嗎", + "壅", + "夔", + "崧", + "嵬", + "擢", + "杓", + "枥", + "枳", + "椁", + "洙", + "狎", + "碏", + "祎", + "竦", + "笄", + "粳", + "緊", + "缱", + "耜", + "腴", + "蜊", + "蝣", + "螭", + "見", + "誊", + "赭", + "邾", + "≈", + "佷", + "傩", + "喁", + "撺", + "旻", + "氅", + "氘", + "爿", + "現", + "砀", + "磬", + "綦", + "繇", + "纰", + "罴", + "芫", + "莠", + "蓖", + "蝮", + "蟊", + "誰", + "豉", + "逶", + "镢", + "鞮", + "馐", + "魚", + "鲅", + "鲎", + "﹐", + "ⅳ", + "≌", + "乜", + "勖", + "啐", + "喹", + "怩", + "悒", + "昇", + "晔", + "沆", + "滢", + "澶", + "焐", + "犍", + "狻", + "珏", + "發", + "盥", + "绀", + "缶", + "羰", + "芰", + "荸", + "螈", + "豢", + "赓", + "跬", + "逡", + "邙", + "邳", + "锔", + "闱", + "離", + "鞣", + "饸", + "馀", + "骠", + "魑", + "鸲", + "鹣", + "鼐", + "↑", + "−", + "♂", + "劵", + "呖", + "咵", + "啻", + "塁", + "媪", + "嫫", + "岫", + "忸", + "抟", + "捱", + "揿", + "杪", + "椹", + "楸", + "氩", + "汊", + "渑", + "溼", + "濑", + "瑭", + "畿", + "瞽", + "矍", + "耄", + "耆", + "菽", + "蜮", + "衿", + "裾", + "趕", + "趵", + "遽", + "邬", + "铣", + "锒", + "饹", + "骒", + "麂", + "麵", + "∨", + "♀", + "俟", + "僭", + "員", + "啖", + "坩", + "垅", + "垟", + "埚", + "孛", + "寮", + "歐", + "沅", + "洮", + "浞", + "淖", + "淦", + "燊", + "牍", + "疖", + "疣", + "疸", + "疽", + "箬", + "篁", + "绦", + "腭", + "興", + "虿", + "詝", + "赟", + "蹚", + "鏖", + "镫", + "關", + "雲", + "馔", + "驢", + "鳏", + "鳜", + "鹘", + "﹗", + "½", + "δ", + "佚", + "唿", + "嘏", + "囿", + "張", + "彧", + "楫", + "沤", + "洌", + "湫", + "瀣", + "畈", + "痈", + "秣", + "種", + "笞", + "經", + "翦", + "肱", + "螅", + "訢", + "跹", + "踽", + "鄯", + "顗", + "颀", + "骓", + "鷹", + "β", + "※", + "┈", + "〇", + "佰", + "剛", + "呓", + "圉", + "婺", + "孒", + "尥", + "悫", + "愎", + "晞", + "柝", + "梠", + "棹", + "槜", + "槲", + "樯", + "檇", + "珙", + "痦", + "瘆", + "秫", + "篦", + "翕", + "耦", + "菟", + "薮", + "螟", + "親", + "讫", + "買", + "赉", + "農", + "針", + "鎮", + "铯", + "闳", + "馓", + "鬈", + "黃", + "§", + "←", + "△", + "伥", + "啉", + "啭", + "噹", + "坻", + "場", + "嵋", + "悱", + "愛", + "慥", + "戕", + "挈", + "挝", + "捯", + "掼", + "歃", + "氽", + "浜", + "溘", + "濞", + "珥", + "秭", + "笏", + "筚", + "耋", + "苡", + "菡", + "蠹", + "裝", + "轳", + "轸", + "辦", + "銀", + "錢", + "铳", + "飨", + "骶", + "髋", + "魃", + "鳟", + "ǘ", + "∧", + "丿", + "仝", + "剡", + "咲", + "唸", + "囹", + "圄", + "垓", + "堇", + "塊", + "墒", + "夠", + "嵊", + "帔", + "忾", + "怍", + "擘", + "杼", + "栲", + "條", + "欤", + "殁", + "汆", + "泮", + "湊", + "溟", + "漸", + "澧", + "焗", + "煊", + "燒", + "瘢", + "簟", + "粲", + "結", + "翮", + "肫", + "舖", + "苫", + "茔", + "茕", + "葳", + "衮", + "诰", + "豸", + "賣", + "贲", + "錡", + "鐻", + "铩", + "镉", + "镛", + "鞯", + "頂", + "颏", + "﹔", + "∠", + "ㄩ", + "內", + "動", + "唻", + "喑", + "圻", + "奁", + "婞", + "巽", + "庑", + "弁", + "彖", + "惓", + "挹", + "擡", + "杲", + "桡", + "棰", + "槭", + "氖", + "汭", + "決", + "湟", + "湯", + "潲", + "澍", + "炝", + "玹", + "疔", + "癜", + "矇", + "箐", + "纮", + "茭", + "莊", + "話", + "該", + "贽", + "趿", + "達", + "郯", + "鄞", + "録", + "钍", + "钯", + "镏", + "闼", + "風", + "骐", + "髫", + "鰲", + "鳙", + "鸸", + "鸹", + "鹋", + "龍", + "️", + "ü", + "□", + "乩", + "佤", + "傳", + "冼", + "卮", + "叻", + "吚", + "嗉", + "埘", + "堠", + "夢", + "婦", + "寶", + "尜", + "屃", + "掮", + "數", + "朐", + "柘", + "柽", + "栳", + "梿", + "椟", + "極", + "歲", + "氙", + "湜", + "漯", + "焓", + "無", + "熘", + "猹", + "獬", + "珮", + "琚", + "甑", + "畲", + "睇", + "砭", + "硖", + "稔", + "笳", + "粃", + "纡", + "绐", + "绨", + "臌", + "臬", + "舸", + "艿", + "芎", + "茚", + "莒", + "萊", + "萘", + "蓋", + "處", + "請", + "诮", + "诳", + "跖", + "蹓", + "逖", + "邗", + "郄", + "酐", + "醮", + "钋", + "钒", + "锟", + "阆", + "陽", + "騑", + "髮", + "鱷", + "鲞", + "黩", + "±", + "≥", + "亓", + "伕", + "傷", + "卅", + "呎", + "堞", + "塍", + "奓", + "嫠", + "幹", + "彳", + "恫", + "悛", + "拏", + "換", + "揠", + "擐", + "旃", + "昉", + "桷", + "欹", + "殄", + "殍", + "氡", + "沔", + "泔", + "涘", + "熱", + "熳", + "牖", + "牝", + "犴", + "獅", + "玕", + "疴", + "睥", + "硐", + "穑", + "窨", + "箪", + "篼", + "籼", + "細", + "終", + "缗", + "缟", + "缳", + "腳", + "膦", + "舴", + "芩", + "苁", + "荛", + "菸", + "蓍", + "蕤", + "蚧", + "蝥", + "襞", + "識", + "谘", + "谲", + "豕", + "贶", + "踅", + "踯", + "躅", + "迳", + "郞", + "郧", + "鄚", + "钼", + "铕", + "镓", + "骺", + "髭", + "鬻", + "鲵", + "鹁", + "黟", + "鼙", + "齒", + "齾", + "﹒", + "﹖", + "³", + "ˇ", + "‰", + "″", + "⁻", + "≠", + "⑵", + "┄", + "◎", + "✓", + "⼈", + "僳", + "吋", + "呒", + "呣", + "唑", + "嗐", + "嘬", + "垆", + "堌", + "墀", + "媸", + "媾", + "寔", + "幵", + "彊", + "惡", + "擠", + "旸", + "暝", + "曛", + "朊", + "栊", + "棗", + "榫", + "機", + "毀", + "毂", + "汜", + "沚", + "沭", + "洇", + "涑", + "湉", + "湣", + "溱", + "爺", + "狴", + "玠", + "珦", + "璟", + "碡", + "祚", + "筢", + "箜", + "篌", + "簕", + "籃", + "缫", + "肜", + "胍", + "腧", + "艋", + "艮", + "芼", + "芾", + "荪", + "莳", + "蒴", + "蓁", + "蘼", + "蝻", + "蟮", + "許", + "訴", + "論", + "謝", + "讣", + "谰", + "豇", + "貼", + "赑", + "趑", + "跘", + "跸", + "踟", + "踺", + "蹰", + "輮", + "辂", + "辋", + "辎", + "迓", + "逦", + "郫", + "鄠", + "鋪", + "钣", + "锗", + "锾", + "镒", + "陬", + "難", + "顧", + "颙", + "餓", + "骖", + "骧", + "鲂", + "麈", + "鼴", + "", + "¥", + "μ", + "ω", + "∥", + "⑪", + "⑴", + "⒆", + "✔", + "⽜", + "⾳", + "丶", + "仵", + "佺", + "侩", + "倥", + "倨", + "偬", + "凼", + "刈", + "刿", + "匏", + "咭", + "哕", + "囉", + "圬", + "壞", + "妣", + "婳", + "宬", + "岘", + "崆", + "嵛", + "師", + "廋", + "徂", + "悝", + "惇", + "應", + "戗", + "戶", + "抔", + "捭", + "掴", + "摈", + "晩", + "曌", + "柰", + "査", + "椋", + "榧", + "檫", + "毎", + "毳", + "洨", + "準", + "滏", + "澔", + "炆", + "焘", + "燹", + "爚", + "猰", + "獵", + "珣", + "璆", + "璘", + "疠", + "瞋", + "砬", + "砹", + "磞", + "秕", + "穩", + "穰", + "笊", + "笸", + "筲", + "箧", + "繩", + "繼", + "绌", + "罟", + "耧", + "茼", + "蕖", + "蘅", + "蚋", + "蝰", + "蠖", + "貐", + "貘", + "賺", + "赍", + "赕", + "赧", + "踼", + "遄", + "運", + "钲", + "钹", + "铷", + "锆", + "镝", + "阊", + "阒", + "隰", + "須", + "顸", + "飽", + "骘", + "髙", + "鲽", + "鹗", + "麇", + "黒", + "黾", + "﹪", + "ñ", + "ô", + "λ", + "ρ", + "σ", + "є", + "⌒", + "⑼", + "⒋", + "╳", + "⼲", + "⽆", + "㲴", + "丟", + "丨", + "亍", + "亶", + "伧", + "佥", + "侑", + "偾", + "備", + "僰", + "凊", + "務", + "吔", + "呑", + "哿", + "唛", + "喎", + "嘓", + "嚇", + "嚕", + "囗", + "國", + "圜", + "垭", + "垸", + "埙", + "報", + "塬", + "墫", + "妫", + "姮", + "媵", + "嫋", + "嬖", + "實", + "尻", + "岜", + "岬", + "峄", + "崮", + "嵯", + "巉", + "巿", + "帯", + "幞", + "庠", + "廂", + "弶", + "強", + "徳", + "憷", + "懔", + "戆", + "拊", + "搧", + "斷", + "旰", + "暹", + "曈", + "曷", + "枋", + "枴", + "柺", + "棄", + "槊", + "槎", + "樂", + "檩", + "歸", + "殂", + "殳", + "氵", + "汎", + "泐", + "浐", + "浠", + "浥", + "渌", + "湲", + "溫", + "漁", + "熜", + "燔", + "燼", + "璈", + "痼", + "皲", + "皴", + "矻", + "砩", + "磴", + "祆", + "祇", + "禳", + "籴", + "粄", + "粝", + "紙", + "紛", + "綠", + "續", + "缑", + "缬", + "習", + "肄", + "胗", + "胴", + "腦", + "臉", + "艹", + "芴", + "茛", + "荅", + "荦", + "萁", + "葑", + "蓊", + "薜", + "藍", + "蛩", + "蝾", + "螋", + "蟜", + "蠃", + "蠼", + "裉", + "補", + "裰", + "襦", + "討", + "試", + "課", + "讀", + "貨", + "贏", + "趸", + "辚", + "迴", + "酲", + "釆", + "鉆", + "鍪", + "钤", + "阋", + "阗", + "頁", + "領", + "颞", + "颡", + "馑", + "骃", + "魆", + "魎", + "鳾", + "鸑", + "鹩", + "黧", + "齮", + "龃", + "龢", + "", + "𫐓", + "¨", + "¹", + "ê", + "ø", + "ˋ", + "⁺", + "↓", + "↔", + "∞", + "⊆", + "⑬", + "⑶", + "⒁", + "☁", + "⻋", + "⼤", + "⽕", + "⾼", + "㎡", + "䜣", + "侂", + "俣", + "俬", + "倆", + "倖", + "倬", + "倮", + "倷", + "偁", + "傢", + "僇", + "僦", + "冱", + "刂", + "劓", + "勔", + "吥", + "哋", + "啫", + "喦", + "喬", + "單", + "嗪", + "嗮", + "嘢", + "噍", + "嚐", + "囝", + "園", + "坌", + "垌", + "垡", + "垧", + "堅", + "増", + "姽", + "娈", + "孫", + "孳", + "宄", + "岢", + "峁", + "峯", + "崤", + "幍", + "復", + "怃", + "恂", + "悭", + "愀", + "愆", + "愍", + "慄", + "慓", + "戓", + "戥", + "戽", + "扃", + "掃", + "採", + "掾", + "揆", + "揷", + "撲", + "擔", + "攪", + "攮", + "敫", + "斨", + "旄", + "旆", + "杌", + "枰", + "柢", + "桤", + "檗", + "櫃", + "欻", + "歘", + "氐", + "気", + "洎", + "浭", + "湓", + "溽", + "滾", + "潴", + "澦", + "瀵", + "煩", + "爨", + "爭", + "爰", + "牆", + "狁", + "猗", + "琹", + "璁", + "環", + "瓘", + "畫", + "痩", + "盡", + "盤", + "眄", + "睖", + "矸", + "砗", + "砻", + "碇", + "碓", + "筜", + "筼", + "築", + "簋", + "絨", + "統", + "緩", + "縫", + "縻", + "缊", + "缒", + "缡", + "罅", + "罥", + "翀", + "耠", + "脁", + "舊", + "舳", + "舻", + "苧", + "苴", + "荑", + "荜", + "荳", + "莨", + "萏", + "萬", + "蒯", + "蔸", + "薤", + "藁", + "蘋", + "蘩", + "蚠", + "蚵", + "蜩", + "蠟", + "袆", + "裒", + "記", + "註", + "認", + "讵", + "诂", + "诒", + "诜", + "谝", + "谮", + "豬", + "販", + "賽", + "赀", + "跂", + "踡", + "蹀", + "蹁", + "蹇", + "迨", + "適", + "遹", + "郇", + "郾", + "郿", + "鄉", + "鄜", + "酽", + "醅", + "醪", + "釋", + "鈅", + "鋤", + "钐", + "钚", + "铋", + "铚", + "铦", + "铨", + "铫", + "锠", + "锶", + "镔", + "阍", + "隈", + "隨", + "雠", + "雩", + "頫", + "類", + "颃", + "飢", + "養", + "髀", + "鲚", + "鳊", + "鳔", + "鷟", + "麗", + "麴", + "黥", + "黼", + "龠", + "", + "", + "", + "", + "𤞤", + "[", + "¬", + "ι", + "τ", + "φ", + "।", + "‌", + "‍", + "‖", + "ⅴ", + "ⅶ", + "≤", + "⑫", + "⑾", + "⑿", + "⒀", + "⒂", + "⒃", + "⒄", + "⒉", + "⒌", + "▪", + "⺠", + "⽿", + "〜", + "あ", + "が", + "と", + "り", + "ㄐ", + "ㄚ", + "ㄤ", + "ㄥ", + "ㄨ", + "䒩", + "䓌", + "䥻", + "乂", + "亹", + "仟", + "伛", + "佁", + "侔", + "係", + "俜", + "傈", + "傕", + "償", + "優", + "冁", + "冴", + "刳", + "劻", + "勣", + "卨", + "卻", + "厣", + "厭", + "吲", + "吶", + "呋", + "咘", + "咡", + "咾", + "哓", + "哚", + "唗", + "唦", + "啌", + "喚", + "喲", + "嗙", + "嘡", + "噁", + "噏", + "噓", + "噭", + "圏", + "圓", + "圖", + "坼", + "垉", + "垚", + "埒", + "埶", + "埼", + "埽", + "堙", + "墼", + "壇", + "壯", + "夾", + "奭", + "奮", + "妺", + "嬗", + "嬰", + "孥", + "孿", + "宀", + "寫", + "將", + "尋", + "尓", + "岀", + "崦", + "崾", + "嵫", + "巘", + "帙", + "幷", + "廑", + "廒", + "廚", + "弢", + "怿", + "悶", + "惛", + "愦", + "戰", + "扌", + "扥", + "拋", + "拤", + "挐", + "挓", + "捌", + "掊", + "揑", + "揕", + "揮", + "搴", + "摭", + "摺", + "摽", + "攤", + "昃", + "晳", + "晻", + "暌", + "朆", + "杧", + "棨", + "棪", + "楛", + "楦", + "楮", + "榘", + "樘", + "樨", + "橦", + "櫈", + "毬", + "氕", + "氹", + "汧", + "沢", + "沷", + "泙", + "洐", + "洧", + "洳", + "涠", + "涴", + "涼", + "淓", + "淚", + "湩", + "満", + "滳", + "潟", + "潽", + "澂", + "濱", + "濺", + "烀", + "煙", + "燚", + "爾", + "牤", + "牽", + "狯", + "狺", + "猂", + "猡", + "獯", + "玦", + "瑀", + "瑝", + "瑷", + "璺", + "瓞", + "甏", + "甙", + "畛", + "畤", + "疋", + "療", + "癘", + "眆", + "眇", + "硃", + "碚", + "碛", + "磲", + "磵", + "禛", + "稜", + "窩", + "笥", + "笮", + "笾", + "筊", + "筮", + "筰", + "筳", + "箂", + "箅", + "籬", + "粧", + "糁", + "約", + "絲", + "總", + "纆", + "纛", + "缁", + "缛", + "缣", + "缦", + "罘", + "羝", + "羨", + "義", + "耰", + "胼", + "脔", + "舡", + "艱", + "芘", + "苤", + "苲", + "茆", + "荘", + "莑", + "莩", + "莸", + "菀", + "菋", + "菑", + "菪", + "菰", + "萜", + "葁", + "葉", + "蒌", + "蓐", + "蓠", + "蓼", + "蔭", + "蕈", + "蕡", + "蕩", + "蕻", + "薨", + "薷", + "薹", + "藴", + "蘖", + "虛", + "蚨", + "蚬", + "蚴", + "蛈", + "蛲", + "螣", + "衝", + "衽", + "袢", + "裀", + "裼", + "製", + "視", + "觚", + "計", + "訚", + "訾", + "詈", + "誌", + "語", + "譞", + "護", + "讦", + "诎", + "豖", + "豳", + "貪", + "貶", + "贳", + "赿", + "趺", + "跩", + "踰", + "蹯", + "載", + "輕", + "輗", + "輛", + "輪", + "輸", + "轆", + "辀", + "辊", + "辏", + "連", + "遊", + "郓", + "郗", + "郤", + "鄰", + "酹", + "酾", + "醌", + "釂", + "鈚", + "銶", + "錯", + "錾", + "鏈", + "钘", + "钪", + "钫", + "铍", + "铏", + "铪", + "锕", + "锖", + "锞", + "锬", + "镕", + "镞", + "镲", + "閟", + "陔", + "隳", + "雖", + "霧", + "霪", + "靬", + "鞓", + "鞙", + "響", + "項", + "頓", + "頸", + "顆", + "題", + "顏", + "飏", + "飐", + "飔", + "飖", + "飧", + "餬", + "餵", + "駹", + "驅", + "驚", + "骀", + "骙", + "髂", + "髄", + "髌", + "體", + "鬏", + "鬧", + "鮮", + "鲣", + "鲦", + "鹐", + "鹪", + "黉", + "黻", + "龆", + "龉", + "", + "", + "", + "", + "", + "", + "", + "", + "﹝", + "﹞", + "💡", + "(", + "]", + "ß", + "ç", + "ö", + "ǖ", + "ǹ", + "ə", + "ɪ", + "ˈ", + "ˊ", + "ˍ", + "˙", + "ε", + "η", + "κ", + "ν", + "ο", + "ς", + "ψ", + "ό", + "х", + "я", + "ё", + "ἥ", + "‧", + "₄", + "™", + "⇌", + "∈", + "∘", + "∝", + "∪", + "∷", + "≧", + "⊇", + "⒈", + "⒊", + "⒍", + "⒗", + "⒘", + "┏", + "┓", + "┛", + "┞", + "┫", + "═", + "☀", + "☿", + "⚠", + "✕", + "❄", + "⻐", + "⻓", + "⻖", + "⻗", + "⻩", + "⼝", + "⽤", + "⽯", + "⽽", + "⾯", + "〗", + "い", + "し", + "ち", + "ぷ", + "ー", + "ㄉ", + "ㄍ", + "ㄏ", + "ㄒ", + "ㄘ", + "ㄙ", + "ㄟ", + "ㄣ", + "㎏", + "㐱", + "㓟", + "㔙", + "㧐", + "䀦", + "䊁", + "䏠", + "䚺", + "䩗", + "䴕", + "丅", + "並", + "乇", + "亂", + "亊", + "亸", + "仼", + "伋", + "伲", + "伹", + "伻", + "佈", + "佢", + "侁", + "侊", + "侪", + "侭", + "俛", + "俦", + "倫", + "倶", + "偱", + "側", + "偸", + "傑", + "僜", + "價", + "儇", + "儍", + "儘", + "兇", + "冂", + "冏", + "凍", + "凵", + "剚", + "創", + "劼", + "勁", + "勞", + "勵", + "匚", + "匯", + "卩", + "卺", + "參", + "叢", + "呿", + "咁", + "咗", + "咥", + "咷", + "哂", + "哳", + "唝", + "唡", + "唵", + "喰", + "嗌", + "嗍", + "噴", + "嚄", + "嚭", + "嚱", + "嚴", + "囀", + "囍", + "囐", + "囟", + "圊", + "圍", + "團", + "圪", + "圮", + "圯", + "圹", + "坜", + "垍", + "垝", + "垤", + "垴", + "埇", + "埝", + "埤", + "埭", + "埳", + "埸", + "堉", + "堍", + "塆", + "塚", + "塵", + "墊", + "壸", + "変", + "夤", + "夥", + "奪", + "奻", + "妗", + "妸", + "姞", + "姟", + "姳", + "娡", + "婥", + "媷", + "嫐", + "嫒", + "嫰", + "嫲", + "嬲", + "嬿", + "寧", + "專", + "尢", + "尪", + "尷", + "屄", + "屛", + "屣", + "層", + "屦", + "屮", + "岈", + "崀", + "崃", + "崐", + "嵁", + "嶒", + "巻", + "帑", + "幛", + "庀", + "庥", + "庳", + "廵", + "彀", + "彈", + "彌", + "彎", + "徹", + "忄", + "忝", + "忭", + "怫", + "怮", + "恵", + "悃", + "悅", + "悢", + "悮", + "悽", + "惗", + "惱", + "愄", + "愋", + "慅", + "慘", + "慣", + "慮", + "慶", + "憂", + "懆", + "懮", + "懰", + "懲", + "懶", + "懽", + "懾", + "戡", + "戲", + "扠", + "扨", + "扱", + "扽", + "抺", + "拑", + "挢", + "捄", + "捨", + "掎", + "揀", + "揎", + "揸", + "揺", + "揾", + "損", + "搛", + "搠", + "搦", + "搯", + "搿", + "撹", + "撿", + "擁", + "擗", + "擱", + "擺", + "擾", + "攞", + "敵", + "旒", + "旽", + "昴", + "暉", + "暫", + "暱", + "暼", + "暾", + "曠", + "曩", + "曬", + "朁", + "朓", + "杋", + "杮", + "枨", + "枬", + "枹", + "枻", + "柁", + "柃", + "栌", + "栘", + "栝", + "栱", + "桁", + "桄", + "桕", + "桫", + "桴", + "棫", + "棲", + "椐", + "検", + "椤", + "椪", + "楝", + "業", + "楯", + "楱", + "楲", + "榮", + "槖", + "槻", + "橑", + "檝", + "檠", + "檥", + "檵", + "櫋", + "欷", + "歎", + "歠", + "殪", + "氍", + "氜", + "氞", + "汔", + "沖", + "沬", + "泺", + "洣", + "洹", + "浄", + "浼", + "涊", + "涙", + "淈", + "淸", + "渧", + "湦", + "湧", + "溇", + "溷", + "滅", + "滖", + "滫", + "滺", + "漢", + "漦", + "潆", + "潏", + "澆", + "澗", + "澨", + "濕", + "灜", + "炟", + "烏", + "焑", + "煉", + "煕", + "煣", + "煴", + "熇", + "燋", + "燖", + "爛", + "爝", + "犇", + "犏", + "犑", + "犰", + "犲", + "狀", + "狃", + "狤", + "狳", + "狷", + "猇", + "猱", + "獎", + "獲", + "玘", + "玡", + "珉", + "珰", + "琯", + "瑗", + "璌", + "璠", + "璲", + "璿", + "甍", + "甓", + "甕", + "產", + "甾", + "畢", + "疊", + "疢", + "疪", + "疳", + "痖", + "痲", + "瘅", + "瘐", + "瘘", + "瘮", + "癍", + "癔", + "癤", + "癯", + "癲", + "盍", + "盜", + "盬", + "眍", + "眾", + "睃", + "瞇", + "瞍", + "砑", + "砟", + "砯", + "硇", + "硎", + "硚", + "硷", + "碁", + "碼", + "磔", + "磡", + "磾", + "礓", + "礤", + "祧", + "禇", + "禊", + "禤", + "秾", + "稧", + "穫", + "窋", + "窭", + "窮", + "窳", + "競", + "笪", + "笫", + "筘", + "筯", + "箏", + "箓", + "箝", + "箢", + "篪", + "簑", + "簔", + "簡", + "簫", + "籅", + "籙", + "粜", + "粿", + "糇", + "糧", + "紉", + "納", + "紝", + "紵", + "紹", + "絜", + "絷", + "綁", + "綝", + "綴", + "緌", + "緒", + "緫", + "緻", + "縢", + "績", + "繞", + "繫", + "纴", + "绋", + "缍", + "缧", + "缯", + "缽", + "罝", + "罰", + "罱", + "罽", + "罾", + "羅", + "羑", + "耔", + "耨", + "耱", + "聞", + "聰", + "聱", + "肼", + "胈", + "胝", + "胬", + "脅", + "脞", + "腈", + "腸", + "膂", + "膽", + "臜", + "舁", + "舄", + "與", + "舨", + "艉", + "艏", + "芄", + "芧", + "苄", + "苈", + "苘", + "茌", + "茍", + "茷", + "荖", + "荩", + "荽", + "莪", + "菔", + "菹", + "萑", + "萡", + "萩", + "葎", + "蒖", + "蒼", + "蒽", + "蓆", + "蓇", + "蓞", + "蓴", + "蔌", + "蔘", + "蔥", + "蔹", + "蕺", + "薠", + "蘭", + "虍", + "號", + "虺", + "蚹", + "蛞", + "蜼", + "蝓", + "蝸", + "螓", + "螾", + "蟥", + "蟦", + "蟪", + "蟺", + "蠋", + "蠵", + "術", + "袓", + "袪", + "袷", + "袿", + "裏", + "裣", + "褋", + "褔", + "褫", + "褰", + "襜", + "規", + "觌", + "觍", + "觯", + "觽", + "觿", + "訓", + "訞", + "訣", + "詨", + "詭", + "誎", + "誘", + "調", + "談", + "諌", + "諒", + "諳", + "謊", + "謎", + "譓", + "讙", + "讬", + "讱", + "诔", + "诹", + "谂", + "谳", + "谵", + "豐", + "豗", + "貎", + "貙", + "資", + "賠", + "賦", + "賬", + "賴", + "赙", + "赩", + "赪", + "趼", + "跏", + "跐", + "跗", + "跞", + "跡", + "跽", + "踣", + "踬", + "蹞", + "蹤", + "躍", + "躐", + "躞", + "軎", + "軏", + "輶", + "轜", + "轺", + "轾", + "辧", + "辶", + "迖", + "逄", + "選", + "遺", + "邡", + "邶", + "邽", + "鄐", + "鄮", + "酂", + "酖", + "酡", + "醢", + "醨", + "醫", + "醬", + "醭", + "醵", + "釘", + "釦", + "鈒", + "銑", + "銛", + "鋒", + "錁", + "錄", + "錉", + "錒", + "錤", + "鍋", + "鍘", + "鍛", + "鎂", + "鎏", + "鎻", + "鏊", + "鏮", + "鐝", + "鐲", + "钌", + "铒", + "铗", + "铞", + "铼", + "锇", + "锝", + "锸", + "镙", + "镚", + "镠", + "镤", + "镧", + "镵", + "閉", + "閒", + "闆", + "阇", + "阌", + "阝", + "阢", + "阽", + "陏", + "陜", + "陝", + "陣", + "陧", + "陰", + "陳", + "陴", + "隃", + "隟", + "隱", + "雒", + "雙", + "電", + "霅", + "霈", + "霙", + "靜", + "鞌", + "鞒", + "鞔", + "鞕", + "鞫", + "鞲", + "鞴", + "韻", + "頞", + "顠", + "颟", + "颩", + "飄", + "飪", + "飲", + "餍", + "饔", + "饧", + "饩", + "駁", + "騙", + "騰", + "騾", + "驆", + "驕", + "骝", + "骟", + "髁", + "髑", + "鬂", + "鬄", + "鬆", + "鬚", + "鬯", + "鬲", + "魘", + "鮄", + "鯊", + "鱂", + "鲔", + "鲩", + "鲯", + "鲰", + "鳘", + "鶖", + "鸷", + "鹍", + "鹓", + "鹖", + "鼋", + "鼍", + "鼗", + "鼢", + "齑", + "齜", + "齡", + "龀", + "龁", + "龐", + "鿏", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "", + "﹦", + "𦰏", + "𪣻", + "𪩘", + "𪭢", + "𫔎", + "𫗦", + "𫘝", + "𫘨", + "𫛩", + "𬀩", + "𬀪", + "𬩽", + "𬯎", + "𬴂" + ] + } + } + } + }, + "paradigms": [ + { + "stems": [ + "abound", + "absorb", + "alarm", + "amount", + "anchor", + "arrest", + "ascend", + "assault", + "attempt", + "await", + "bargain", + "bellow", + "benefit", + "bestow", + "betray", + "blind", + "blossom", + "blunder", + "boast", + "boom", + "borrow", + "braid", + "brief", + "brood", + "burp", + "burrow", + "cheat", + "churn", + "clasp", + "claw", + "click", + "cluster", + "comb", + "complain", + "concern", + "consent", + "consist", + "contact", + "contrast", + "convert", + "coo", + "correspond", + "cost", + "cough", + "crowd", + "debut", + "decay", + "deem", + "defeat", + "delay", + "demand", + "detail", + "dial", + "differ", + "display", + "dock", + "download", + "draft", + "drain", + "dread", + "drown", + "encounter", + "endeavour", + "escort", + "exclaim", + "exist", + "exit", + "expand", + "explain", + "export", + "extend", + "feast", + "filter", + "flank", + "float", + "flock", + "flood", + "forward", + "frighten", + "front", + "frown", + "fund", + "gasp", + "gleam", + "glow", + "groan", + "growl", + "grunt", + "hail", + "hammer", + "haunt", + "heap", + "highlight", + "hint", + "hoard", + "howl", + "hump", + "insert", + "insist", + "insult", + "intend", + "label", + "lack", + "last", + "leap", + "lick", + "linger", + "link", + "loom", + "lurk", + "maintain", + "mask", + "mention", + "model", + "monitor", + "nail", + "overlook", + "pant", + "paw", + "peak", + "peep", + "pioneer", + "plaster", + "portray", + "prevail", + "prick", + "pump", + "quack", + "quarrel", + "quaver", + "quilt", + "rack", + "recall", + "reckon", + "reel", + "regain", + "register", + "reign", + "remain", + "remember", + "repeat", + "request", + "resort", + "respond", + "result", + "retreat", + "return", + "reveal", + "reward", + "roof", + "sack", + "saw", + "scream", + "screen", + "screw", + "script", + "shatter", + "shelter", + "shield", + "shiver", + "shout", + "shriek", + "sigh", + "smack", + "snarl", + "spill", + "sponsor", + "squeal", + "stack", + "stammer", + "stamp", + "stew", + "stray", + "streak", + "strengthen", + "succeed", + "summon", + "swallow", + "swarm", + "swell", + "taunt", + "text", + "thank", + "thread", + "toil", + "toy", + "tramp", + "trigger", + "unfold", + "vault", + "veil", + "vent", + "volunteer", + "vow", + "wail", + "weigh", + "whimper", + "whisper", + "wither", + "wound", + "yield" + ], + "suffixes": [ + "", + "ed", + "ing", + "s" + ] + }, + { + "stems": [ + "attack", + "bank", + "board", + "boil", + "bow", + "bowl", + "broadcast", + "bust", + "camp", + "coast", + "command", + "commission", + "contain", + "defend", + "desert", + "design", + "destroy", + "develop", + "employ", + "entertain", + "farm", + "fell", + "flow", + "fold", + "follow", + "heat", + "join", + "labour", + "lead", + "light", + "murder", + "pack", + "perform", + "plant", + "post", + "pound", + "pray", + "pretend", + "raid", + "reform", + "remind", + "report", + "retain", + "review", + "rivet", + "round", + "row", + "sew", + "stream", + "support", + "tend", + "trail", + "train", + "transform", + "travel", + "troop", + "view", + "warm", + "wreck" + ], + "suffixes": [ + "", + "ed", + "ing", + "s", + [ + "er", + [ + "", + "s" + ] + ] + ] + }, + { + "stems": [ + "back", + "bark", + "beam", + "black", + "blast", + "blend", + "block", + "book", + "breath", + "calm", + "campaign", + "charm", + "comfort", + "condition", + "cook", + "cool", + "drift", + "drill", + "field", + "flick", + "foot", + "form", + "head", + "hook", + "hoot", + "inform", + "interview", + "kick", + "knock", + "lift", + "load", + "mail", + "mow", + "narrow", + "out", + "pal", + "park", + "pip", + "scoop", + "scrap", + "seal", + "second", + "shock", + "slow", + "sort", + "spoil", + "spray", + "stalk", + "strain", + "suck", + "tap", + "thrill", + "thump", + "thunder", + "track", + "transport", + "wheel" + ], + "suffixes": [ + "", + "ed", + "er", + "ing", + "s" + ] + }, + { + "stems": [ + "break", + "build", + "buy", + "call", + "check", + "climb", + "crack", + "draw", + "dream", + "drink", + "eat", + "fight", + "help", + "hold", + "jump", + "keep", + "lay", + "look", + "paint", + "pay", + "pick", + "play", + "rock", + "roll", + "show", + "sleep", + "start", + "stick", + "suffer", + "talk", + "tell", + "us", + "wait", + "walk", + "work" + ], + "suffixes": [ + "", + "ed", + "in'", + "ing", + "s", + [ + "er", + [ + "", + "s" + ] + ] + ] + }, + { + "stems": [ + "answer", + "arm", + "bath", + "board", + "bow", + "bowl", + "button", + "carpet", + "cook", + "count", + "court", + "crow", + "doctor", + "drink", + "duck", + "farm", + "fool", + "foot", + "grant", + "groom", + "ground", + "harm", + "heat", + "host", + "labour", + "mark", + "milk", + "mouth", + "nick", + "paint", + "part", + "pilot", + "plant", + "rent", + "scout", + "seal", + "signal", + "skirt", + "snow", + "sound", + "sting", + "storm", + "stream", + "suspect", + "tail", + "target", + "track", + "weather", + "wheel" + ], + "suffixes": [ + "'s", + "", + "ed", + "ing", + "s" + ] + }, + { + "stems": [ + "arm", + "band", + "bill", + "brand", + "chew", + "crawl", + "creak", + "curl", + "duck", + "feel", + "freak", + "frost", + "go", + "hand", + "iron", + "jerk", + "leak", + "loop", + "milk", + "mind", + "mold", + "mould", + "mount", + "need", + "nick", + "part", + "poop", + "recover", + "risk", + "seed", + "shadow", + "shell", + "smell", + "sniff", + "snow", + "sport", + "stock", + "stuff", + "swirl", + "tack", + "treat", + "trick", + "trust", + "twirl", + "unit", + "water", + "well", + "will", + "wink" + ], + "suffixes": [ + "", + "ed", + "ing", + "s", + "y" + ] + }, + { + "stems": [ + "address", + "approach", + "blush", + "bor", + "branch", + "brush", + "caress", + "chang", + "chim", + "clash", + 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+ "balloon", + "barbie", + "basket", + "bathroom", + "bicycle", + "birthday", + "bishop", + "blacksmith", + "bob", + "bonnet", + "borough", + "boyfriend", + "bread", + "bumble", + "cable", + "camel", + "camera", + "cannon", + "canon", + "carpenter", + "caterpillar", + "channel", + "chap", + "chef", + "chief", + "chocolate", + "christian", + "chum", + "client", + "college", + "colonel", + "cousin", + "cowboy", + "crab", + "creature", + "crocodile", + "crystal", + "daffodil", + "daniel", + "devil", + "dinosaur", + "district", + "donkey", + "duke", + "edmund", + "edward", + "emperor", + "episode", + "firm", + "food", + "football", + "ford", + "foundation", + "franklin", + "freeman", + "friday", + "frog", + "gazelle", + "general", + "giraffe", + "girlfriend", + "goat", + "gorgon", + "grammy", + "grandfather", + "grandma", + "grandmother", + "grandpa", + "grandson", + "hairdresser", + "helicopter", + "helm", + "highway", + "hippo", + "honey", + "humphrey", + "individual", + "invalid", + 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"polish", + "pout", + "prey", + "proclaim", + "purr", + "quiver", + "rear", + "refill", + "relent", + "reload", + "renew", + "reopen", + "repent", + "resist", + "restrain", + "revolt", + "ripen", + "roam", + "roast", + "scald", + "scamper", + "scatter", + "scold", + "scorch", + "scour", + "scowl", + "shrugg", + "shudder", + "sift", + "slant", + "slaughter", + "slither", + "smother", + "sneer", + "snort", + "soak", + "sow", + "spank", + "spawn", + "sprawl", + "squatt", + "stagger", + "stomp", + "stoop", + "stutter", + "submitt", + "superintend", + "suppress", + "surpass", + "surrender", + "sustain", + "sway", + "swoop", + "tamper", + "tilt", + "totter", + "uncover", + "undress", + "unfasten", + "unload", + "unlock", + "unpack", + "unveil", + "uplift", + "upload", + "vacuum", + "vomit", + "whack", + "wield", + "wrench", + "yearn" + ], + "suffixes": [ + "", + "ed", + "ing" + ] + }, + { + "stems": [ + "bum", + "cam", + "chip", + "chop", + "clap", + "clip", + "crop", + "dip", + "drip", + "drop", + "flap", + "flip", + "flop", + "ga", + "gras", + "grip", + "gro", + "hop", + "hum", + "kidnap", + "lap", + "map", + "mop", + "nip", + "poo", + "pop", + "ra", + "rap", + "rip", + "ro", + "ship", + "shop", + "sip", + "skip", + "slap", + "slip", + "snap", + "snip", + "step", + "stop", + "strap", + "strip", + "swap", + "ta", + "tap", + "tip", + "top", + "tram", + "trap", + "trip", + "whip", + "wi", + "worship", + "wrap", + "zip" + ], + "suffixes": [ + "", + "ped", + "ping", + "s" + ] + }, + { + "stems": [ + "act", + "award", + "bond", + "break", + "call", + "dream", + "effect", + "end", + "fall", + "go", + "jump", + "kill", + "know", + "mus", + "order", + "out", + "point", + "post", + "record", + "report", + "review", + "rock", + "roll", + "say", + "sleep", + "su", + "talk", + "tour", + "us", + "view", + "well" + ], + "suffixes": [ + "'", + "", + "ed", + "ing", + "s" + ] + }, + { + "stems": [ + "ach", + "b", + "bounc", + "bubbl", + "cit", + "cod", + "crumbl", + "cuddl", + "curv", + "d", + "danc", + "dodg", + "doubl", + "edg", + "fiddl", + "g", + "giggl", + "grad", + "hid", + "ic", + "jingl", + "l", + "m", + "n", + "nos", + "phon", + "pok", + "pos", + "r", + "rac", + "rattl", + "s", + "scal", + "scribbl", + "shad", + "shak", + "smil", + "smok", + "sneez", + "sparkl", + "squeez", + "ston", + "stor", + "t", + "tast", + "tickl", + "trac", + "unit", + "wav", + "wiggl", + "wobbl" + ], + "suffixes": [ + "es", + "ing", + "y", + [ + "e", + [ + "", + "d" + ] + ] + ] + }, + { + "stems": [ + "act", + "ask", + "blink", + "bloom", + "bother", + "chew", + "cook", + "crawl", + "fall", + "feel", + "fool", + "freak", + "go", + "grow", + "happen", + "hop", + "hurt", + "kick", + "knock", + "know", + "laugh", + "pull", + "say", + "stand", + "stay", + "tap", + "want", + "wonder", + "yell" + ], + "suffixes": [ + "", + "ed", + "in'", + "ing", + "s" + ] + }, + { + "stems": [ + "ab", + "ad", + "aid", + "al", + "all", + "am", + "and", + "andre", + "angel", + "as", + "attic", + "aztec", + "ba", + "band", + "beeba", + "bell", + "bend", + "berth", + "bet", + "bi", + "bo", + "bob", + "bos", + "bud", + "cart", + "cas", + "cast", + "cd", + "chick", + "ci", + "comm", + "cop", + "cost", + "crime", + "cub", + "dad", + "daniel", + "dell", + "di", + "dud", + "ed", + "el", + "elm", + "em", + "ep", + "fa", + "fell", + "fi", + "franc", + "g'", + "gag", + "gal", + "georgi", + "gi", + "go", + "goth", + "gp", + "grand", + "ha", + "harmonic", + "helen", + "him", + "id", + "ill", + "ip", + "is", + "jay", + "joseph", + "kay", + "ki", + "kind", + "latin", + "li", + "lind", + "lip", + "look", + "mai", + "malay", + "mari", + "martin", + "mes", + "mi", + "michael", + "ml", + "mp", + "mus", + "na", + "nest", + "ni", + "norm", + "off", + "op", + "out", + "palm", + "pas", + "pay", + "person", + "play", + "port", + "pup", + "quit", + "ra", + "ram", + "rap", + "ri", + "rim", + "rip", + "robert", + "roll", + "ros", + "sa", + "salt", + "say", + "si", + "sim", + "sod", + "sort", + "ss", + "sultan", + "ti", + "tick", + "tom", + "tong", + "tub", + "us", + "vest", + "vi", + "wa", + "wall", + "wand", + "want", + "will", + "yadav", + "yam" + ], + "suffixes": [ + "", + "a", + "s" + ] + }, + { + "stems": [ + "bold", + "bright", + "clever", + "cold", + "cool", + "dark", + "fond", + "fresh", + "great", + "hard", + "high", + "kind", + "light", + "near", + "quick", + "quiet", + "rich", + "rough", + "sharp", + "short", + "slow", + "smart", + "soft", + "sweet", + "swift", + "thick", + "weak", + "wild" + ], + "suffixes": [ + "", + "er", + "est", + "ly", + "ness" + ] + }, + { + "stems": [ + "'a", + "'i", + "ai", + "am", + "ba", + "bi", + "bo", + "bro", + "bu", + "ca", + "co", + "di", + "doo", + "fa", + "fi", + "gi", + "go", + "grace", + "ha", + "hero", + "hi", + "ju", + "ki", + "kid", + "law", + "li", + "massacre", + "mi", + "mu", + "na", + "ni", + "no", + "people", + "prize", + "pu", + "ra", + "ri", + "sa", + "si", + "su", + "ta", + "tha", + "us", + "wa", + "wi" + ], + "suffixes": [ + "'", + "", + "d", + "s" + ] + }, + { + "stems": [ + "'a", + "'i", + "ai", + "ami", + "ba", + "bi", + "bo", + "bra", + "bu", + "ca", + "cha", + "ci", + "co", + "di", + "doo", + "ed", + "fa", + "fi", + "ga", + "gi", + "go", + "ha", + "hi", + "ki", + "li", + "lo", + "mi", + "moo", + "mu", + "na", + "ni", + "no", + "pro", + "pu", + "ra", + "rea", + "ro", + "sa", + "si", + "ski", + "ta", + "tha", + "us", + "wa", + "wi" + ], + "suffixes": [ + "", + "d", + "s", + "t" + ] + }, + { + "stems": [ + "add", + "bend", + "chill", + "cock", + "deliver", + "discover", + "fill", + "heal", + "land", + "pitt", + "puff", + "shift", + "squeak", + "sting", + "storm", + "tick", + "tuck", + "twist", + "wind" + ], + "suffixes": [ + "", + "ed", + "er", + "ing", + "s", + "y" + ] + }, + { + "stems": [ + "''", + "'day", + "'hi", + "'it'", + "'les", + "'new", + "'song", + "a'", + "abba", + "ablution", + "abolitionist", + "abraham", + "accent", + "acclamation", + "accomplice", + "accusation", + "acorn", + "acoustic", + "acquaintance", + "acquisition", + "acre", + "adjective", + "administrator", + "admission", + "adult", + "advert", + "aerobic", + "aeroplane", + "afghan", + "after", + "afterward", + "ahir", + "ahphss", + "aino", + "airfield", + "airway", + "aisle", + "alcoholic", + "aldworth", + "algorithm", + "alia", + "alibi", + "allegation", + "alliance", + "alloy", + "allusion", + "almond", + "alphabet", + "alteration", + "altitude", + "alway", + "amateur", + "ambulance", + "amendment", + "amigo", + "aminal", + "amphibian", + "analyst", + "ancestor", + "ancient", + "android", + "anecdote", + "anemone", + "anglican", + "ani", + "ankle", + "anteater", + "antelope", + "anthropologist", + "antibiotic", + "antique", + "anu", + "anyway", + "anzac", + "apache", + "apartment", + "ape", + "api", + "apostle", + "appetite", + "appliance", + "applicant", + "apricot", + "apron", + "aquarium", + "aquatic", + "architect", + "arena", + "argo", + "argument", + "aria", + "armament", + "armband", + "armchair", + "armpit", + "army'", + "arrival", + "arrondissement", + "artichoke", + "article", + "artifact", + "artisan", + "artwork", + "aspect", + "assailant", + "assassin", + "asses", + "asset", + "assumption", + "assurance", + "asteroid", + "astronaut", + "astronomer", + "athenian", + "athletic", + "atkin", + "atm", + "attitude", + "auction", + "audience", + "autobot", + "autograph", + "automobile", + "avatar", + "avenue", + "aviator", + "awning", + "axle", + "baboon", + "babydoll", + "background", + "backpack", + "backward", + "bagel", + "bahama", + "bailiff", + "bairn", + "bale", + "balkan", + "ballad", + "ballerina", + "ballistic", + "ballot", + "bamboo", + "banana", + "bandaid", + "bangle", + "banknote", + "barangay", + "barbarian", + "barbecue", + "barbell", + "baron", + "barrack", + "barrel", + "barrette", + "barricade", + "barrow", + "bassist", + "bassoon", + "bathhouse", + "bathtub", + "battalion", + "battlefield", + "bauble", + "bayonet", + "bazaar", + "beacon", + "bearing", + "beastie", + "beauty'", + "beaver", + "beehive", + "beetle", + "beggar", + "begin", + "belgian", + "belief", + "benefactor", + "berber", + "beside", + "beverage", + "bia", + "bible", + "billboard", + "billiard", + "billionaire", + "binding", + "binocular", + "bio", + "birth", + "biscuit", + "blackbird", + "blackout", + "blade", + "blessing", + "blog", + "bloke", + "blonde", + "bloodhound", + "bloon", + "blouse", + "bluebird", + "blueprint", + "bobble", + "boche", + "body'", + "bodyguard", + "bogie", + "bolshevik", + "bonfire", + "booklet", + "boomerang", + "booth", + "bosom", + "boson", + "boss'", + "botbot", + "boulder", + "bouquet", + "bout", + "bowel", + "bracelet", + "bracket", + "brahmin", + "bramble", + "bras", + "breadstick", + "brick", + "bridesmaid", + "brigade", + "britain'", + "britisher", + "briton", + "broadside", + "brochure", + "bronco", + "broom", + "broomstick", + "brothel", + "bruin", + "brussel", + "buena", + "bueno", + "buffer", + "bulb", + "bulldog", + "bulldozer", + "bullock", + "bulwark", + "bumblebee", + "bungalow", + "bunkbed", + "buoy", + "burger", + "burial", + "bushel", + "bushranger", + "buttercup", + "byebye", + "bygone", + "byrd", + "byrne", + "byte", + "caballero", + "cabbage", + "cadet", + "cafe", + "cairn", + "calendar", + "calorie", + "cameo", + "campo", + "canadian", + "canal", + "candidate", + "candle", + "candlestick", + "canine", + "canister", + "canyon", + "capsule", + "captive", + "captor", + "carat", + "caravan", + "carbohydrate", + "cardigan", + "cardinal", + "cares", + "caricature", + "carlo", + "carnation", + "carrot", + "cartel", + "carthaginian", + "carton", + "cartridge", + "cartwheel", + "cascade", + "casino", + "cassette", + "castaway", + "catalog", + "cataract", + "cathedral", + "cavalier", + "cavern", + "cedar", + "ceiling", + "cellar", + "cellphone", + "ceramic", + "cereal", + "chamber", + "chamberlain", + "chao", + "chapter", + "characteristic", + "charade", + "chariot", + "charles'", + "checkpoint", + "cheerio", + "cheeseburger", + "cheetah", + "cheque", + "cherry", + "cherub", + "chestnut", + "chieftain", + "chimney", + "chimp", + "chimpanzee", + "china'", + "chinchilla", + "chink", + "chipmunk", + "choc", + "choice", + "chola", + "chord", + "chris'", + "christ'", + "chromosome", + "chrysanthemum", + "church'", + "cigar", + "cigarette", + "cinder", + "cinema", + "circassian", + "citation", + "city'", + "civilian", + "civilization", + "clam", + "classmate", + "classroom", + "clause", + "cleat", + "cliff", + "clime", + "closet", + "closure", + "clothespin", + "clump", + "cm", + "cobra", + "cocktail", + "cocoanut", + "coconut", + "cocoon", + "coefficient", + "coffin", + "coincidence", + "colleague", + "collin", + "collision", + "colt", + "comanche", + "combatant", + "combination", + "comedian", + "comma", + "commando", + "commentator", + "commitment", + "community'", + "company'", + "comparison", + "compartment", + "compatriot", + "competitor", + "complaint", + "component", + "concerto", + "concession", + "concubine", + "condolence", + "conference", + "conjecture", + "conker", + "conquest", + "conscience", + "consonant", + "consort", + "conspirator", + "constable", + "constellation", + "constraint", + "context", + "continental", + "contrivance", + "contusion", + "cookbook", + "coral", + "cornfield", + "cornflake", + "corpse", + "corridor", + "corsair", + "cosmetic", + "cosmo", + "cossack", + "costume", + "cottage", + "councillor", + "countenance", + "counterpart", + "country'", + "couplet", + "coupon", + "courtier", + "courtyard", + "cowslip", + "coyote", + "crag", + "creed", + "crevice", + "crib", + "criticism", + "critter", + "croc", + "croissant", + "crore", + "crossroad", + "crumpet", + "crustacean", + "cucumber", + "cue", + "culprit", + "cult", + "cupboard", + "cupcake", + "currant", + "cutlet", + "cyclist", + "cyclone", + "cylinder", + "cymbal", + "czech", + "daemon", + "dalek", + "dalmatian", + "damper", + "dandelion", + "darkey", + "database", + "davenport", + "deadline", + "dealing", + "debt", + "debtor", + "decade", + "decepticon", + "decimal", + "decoy", + "deduction", + "deed", + "deerskin", + "degree", + "delaney", + "demographic", + "denomination", + "departure", + "depot", + "depth", + "desk", + "desmond", + "dessert", + "destination", + "detachment", + "device", + "devotee", + "dh", + "diagram", + "dialect", + "dialogue", + "diamond", + "diamondback", + "diaper", + "dib", + "dime", + "dino", + "dirham", + "disaster", + "disciple", + "discomfort", + "discus", + "disk", + "dissident", + "dividend", + "divisor", + "dj", + "doc'", + "doctrine", + "dodd", + "dodo", + "dollar", + "dolphin", + "domain", + "dominion", + "donor", + "donut", + "doodle", + "doorway", + "doughnut", + "douglas", + "downward", + "drama", + "draught", + "drawback", + "droid", + "drought", + "druid", + "drum", + "drumstick", + "drunkard", + "dt", + "dub", + "duckling", + "duct", + "duet", + "duma", + "dumpling", + "dune", + "dungaree", + "dungeon", + "dvd", + "dwarf", + "dwelling", + "dyke", + "earphone", + "earring", + "earthquake", + "ecosystem", + "eel", + "effort", + "eggcup", + "ego", + "egyptian", + "eighth", + "elbow", + "electorate", + "electrode", + "elite", + "elk", + "email", + "ember", + "emblem", + "embryo", + "emerald", + "emigrant", + "emirate", + "emission", + "employee", + "emu", + "enfant", + "engraving", + "eno", + "ensemble", + "ensign", + "environmentalist", + "envoy", + "enzyme", + "epidemic", + "epistle", + "epithet", + "epoch", + "equation", + "equipment", + "equivalent", + "era", + "ero", + "errand", + "error", + "eskimo", + "estate", + "este", + "eunuch", + "euro", + "eve'", + "evergreen", + "ewok", + "examination", + "example", + "exclamation", + "excursion", + "exoplanet", + "expectation", + "expenditure", + "expert", + "expo", + "extra", + "extraterrestrial", + "eyeball", + "eyebrow", + "eyelid", + "fabric", + "failure", + "falkland", + "falsehood", + "family'", + "farmhouse", + "farthing", + "fathom", + "feat", + "fed", + "fella", + "female", + "ferret", + "fever", + "fiend", + "fifth", + "filipino", + "finalist", + "fingernail", + "fingerprint", + "firearm", + "fireball", + "firecracker", + "firefighter", + "fireplace", + "firetruck", + "firewall", + "firework", + "fish'", + "fissure", + "fist", + "fixture", + "flannel", + "flapjack", + "flashback", + "flashlight", + "flask", + "flea", + "flintstone", + "floe", + "fluid", + "foal", + "folk", + "font", + "footnote", + "footpath", + "footprint", + "footstep", + "forbid", + "forearm", + "foreboding", + "forehead", + "foreigner", + "forensic", + "forum", + "fountain", + "fourth", + "fox'", + "fraction", + "fran", + "franchise", + "freebie", + "friar", + "fridge", + "frigate", + "frock", + "frolic", + "frontier", + "fuente", + "fugitive", + "fundamentalist", + "funeral", + "funnel", + "furnace", + "gable", + "gadget", + "galley", + "gangster", + "garage", + "garland", + "gateway", + "geek", + "gem", + "gender", + "genital", + "genre", + "geranium", + "gerbil", + "germ", + "gesture", + "ghat", + "ghetto", + "ghostbuster", + "ghoul", + "gibbon", + "glacier", + "glade", + "gladiator", + "gland", + "glory'", + "gnome", + "goal", + "goalkeeper", + "goalscorer", + "goblin", + "godmother", + "goggle", + "goodbye", + "gopher", + "gorilla", + "gosling", + "gospel", + "governorate", + "gown", + "grab", + "gram", + "grampu", + "granddaughter", + "grape", + "grapnel", + "grasshopper", + "grassland", + "graveyard", + "greek", + "gremlin", + "grenade", + "grid", + "grief", + "grievance", + "griffith", + "grimace", + "grocery", + "gros", + "grownup", + "growth", + "guerilla", + "guerrilla", + "guest", + "guideline", + "guild", + "guitarist", + "gum", + "gumdrop", + "gunshot", + "gunwale", + "gymnastic", + "habit", + "hadden", + "hairband", + "haircut", + "hairstyle", + "hallucination", + "hallway", + "hamburger", + "hamlet", + "hammock", + "hampton", + "hamster", + "handbag", + "handgun", + "handicraft", + "handkerchief", + "handmaid", + "handout", + "handprint", + "hangar", + "harbour", + "hardship", + "hare", + "harris'", + "hayne", + "headache", + "headland", + "headlight", + "headset", + "headstone", + "hebrew", + "hectare", + "hedge", + "hedgehog", + "height", + "hemisphere", + "here'", + "heretic", + "heroine", + "herring", + "hiccup", + "hillside", + "hip", + "historian", + "hive", + "hm", + "hobbit", + "hodge", + "holiday", + "homeward", + "homme", + "hoof", + "hooligan", + "horde", + "horizon", + "hosepipe", + "hostage", + "hostel", + "hostile", + "hotdog", + "hound", + "houseguest", + "housemaid", + "howitzer", + "http", + "huguenot", + "hummingbird", + "hummock", + "hungarian", + "hurdle", + "huron", + "hurricane", + "hybrid", + "hydrocarbon", + "hyena", + "hymn", + "iceberg", + "icecream", + "icicle", + "idea", + "if", + "iguana", + "ii'", + "illusion", + "immigrant", + "impostor", + "incentive", + "inclination", + "indoor", + "indu", + "indulgence", + "industrialist", + "ingle", + "ingredient", + "inhabitant", + "injunction", + "inlet", + "inmate", + "inning", + "input", + "inscription", + "insect", + "insight", + "installation", + "instinct", + "integer", + "interface", + "interior", + "intermediate", + "interpretation", + "interval", + "intervention", + "invitation", + "invoice", + "iranian", + "islet", + "isotope", + "israeli", + "israelite", + "italic", + "item", + "j'", + "jackal", + "jacobite", + "jacque", + "jaguar", + "james'", + "jap", + "jaw", + "jeep", + "jeffrey", + "jersey", + "jesuit", + "jesus'", + "jig", + "jockey", + "jones'", + "josselyn", + "junction", + "jurisdiction", + "juror", + "juvenile", + "k'", + "kapo", + "kazi", + "keg", + "kennel", + "kernel", + "kidney", + "kilo", + "kilogram", + "kis", + "kiwi", + "klingon", + "knave", + "knick", + "knickknack", + "knob", + "knockout", + "knuckle", + "krispie", + "ladder", + "ladybug", + "lago", + "lagoon", + "lakh", + "lamp", + "lance", + "landmark", + "landowner", + "landslide", + "langue", + "lantern", + "laptop", + "lassie", + "latitude", + "laurel", + "lawsuit", + "lb", + "ld", + "leaflet", + "leftover", + "legislature", + "lego", + "lemon", + "leopard", + "lesbian", + "lesson", + "lib", + "librarian", + "liege", + "life'", + "lifeboat", + "lifetime", + "ligament", + "lighthouse", + "lilac", + "lime", + "limitation", + "linden", + "lineup", + "liquid", + "liquor", + "llama", + "lloyd", + "lobe", + "lobster", + "locust", + "logo", + "lois'", + "lollipop", + "lolly", + "lookout", + "lope", + "lowland", + "loyalist", + "luca", + "lui", + "luka", + "lunatic", + "luncheon", + "lupu", + "lutheran", + "m'", + "maa", + "magic'", + "magnate", + "magpie", + "magyar", + "maibi", + "mameluke", + "mammal", + "mammoth", + "manatee", + "mango", + "mangrove", + "manifestation", + "mansion", + "manuscript", + "maori", + "maple", + "maraca", + "maratha", + "marathon", + "marco", + "marid", + "maritime", + "marlin", + "marriage", + "marseille", + "marshmallow", + "marsupial", + "martian", + "martini", + "mascot", + "massage", + "masterpiece", + "mathematician", + "mathew", + "matron", + "maverick", + "mayfair", + "maze", + "meadow", + "meal", + "meatball", + "mechanism", + "medalist", + "membrane", + "memoir", + "memorial", + "menu", + "mermaid", + "messenger", + "messerschmitt", + "metal", + "metaphor", + "meteor", + "mew", + "meyer", + "micmac", + "midfielder", + "midget", + "midland", + "migrant", + "milestone", + "militant", + "militia", + "milkshake", + "millimeter", + "millionaire", + "mina", + "mineral", + "miniature", + "minnow", + "minstrel", + "miscreant", + "misfortune", + "misgiving", + "mishap", + "missile", + "misunderstanding", + "mitten", + "mixtape", + "mixture", + "mobile", + "moccasin", + "module", + "molar", + "molecule", + "morsel", + "mortar", + "mosaic", + "moslem", + "mosque", + "motel", + "motif", + "motorbike", + "motorist", + "motorway", + "moulin", + "mound", + "moustache", + "muffin", + "mughal", + "multitude", + "munition", + "muppet", + "mural", + "mushroom", + "music'", + "musician", + "muskie", + "muskrat", + "muslim", + "mustang", + "mutant", + "muzzle", + "myriad", + "nacho", + "napkin", + "nasturtium", + "naturalist", + "nazi", + "neanderthal", + "necklace", + "necktie", + "nectarine", + "needle", + "needles", + "neighborhood", + "neighbourhood", + "nerd", + "neutron", + "newborn", + "newcomer", + "newlywed", + "ngo", + "nh", + "nib", + "niche", + "nickel", + "nightclub", + "nightingale", + "nightmare", + "ninja", + "nipple", + "nominee", + "noodle", + "nook", + "noonoo", + "northward", + "norwegian", + "notebook", + "nought", + "noun", + "novice", + "now'", + "nti", + "nugget", + "numeral", + "nutrient", + "nymph", + "o'shea", + "oak", + "oakland", + "oar", + "oath", + "oblast", + "obstacle", + "occurrence", + "odour", + "offence", + "oilskin", + "olympic", + "onward", + "operetta", + "opiate", + "opinion", + "opioid", + "opossum", + "orb", + "orbital", + "orc", + "orchard", + "orchestra", + "orchid", + "ordinance", + "oreo", + "organisation", + "organism", + "orgasm", + "oriole", + "orphanage", + "otter", + "ottoman", + "ounce", + "outbreak", + "outburst", + "outcast", + "outcome", + "outdoor", + "outfit", + "outlet", + "outpost", + "output", + "overall", + "overhead", + "overlap", + "overture", + "oxide", + "oyster", + "p'", + "pad", + "paddock", + "padlock", + "padre", + "pagan", + "pail", + "painkiller", + "pajama", + "pakistan'", + "pakistani", + "paleontologist", + "palestinian", + "palisade", + "pallet", + "palma", + "palo", + "pamphlet", + "pancake", + "panel", + "pani", + "pansy", + "panther", + "pantomime", + "parachute", + "paragraph", + "parallel", + "paralympic", + "paramedic", + "parameter", + "parc", + "parcel", + "pard", + "parliamentarian", + "participant", + "partisan", + "partridge", + "passenger", + "passport", + "password", + "pastel", + "pastime", + "pasture", + "pathogen", + "pathway", + "pauper", + "pavilion", + "paycheck", + "pc", + "peacock", + "peal", + "peanut", + "pedestrian", + "pelham", + "pelican", + "pellet", + "pence", + "pencil", + "pendant", + "percentage", + "periscope", + "perkin", + "personage", + "perspective", + "peso", + "pesticide", + "petal", + "petticoat", + "pew", + "phantom", + "pharmaceutical", + "pheasant", + "philippine", + "phillip", + "phobia", + "phonetic", + "phss", + "physician", + "physicist", + "piano", + "pickup", + "picnic", + "pigment", + "pigtail", + "pike", + "pill", + "pillar", + "pillow", + "pimple", + "pinafore", + "pineapple", + "pinnacle", + "pistol", + "piston", + "pixel", + "pixie", + "plantation", + "platform", + "playground", + "playmate", + "playoff", + "playset", + "plaything", + "pod", + "poem", + "politician", + "polo", + "polymer", + "pomegranate", + "pompom", + "ponytail", + "poodle", + "poplar", + "popsicle", + "porcupine", + "porpoise", + "portal", + "portrait", + "portrayal", + "postcard", + "practitioner", + "prairie", + "pram", + "prank", + "prawn", + "precept", + "precinct", + "predecessor", + "prefect", + "prefer", + "premise", + "premium", + "prescription", + "pretzel", + "primate", + "princes", + "princess'", + "princesse", + "principle", + "pringle", + "projectile", + "pronoun", + "proof", + "proposal", + "proprietor", + "protagonist", + "protein", + "protocol", + "prototype", + "psalm", + "psychiatrist", + "pterosaur", + "publication", + "puddle", + "pulse", + "pumpkin", + "pupil", + "purana", + "pylon", + "pyramid", + "quark", + "quarterback", + "quarterfinal", + "quartermaster", + "quill", + "quota", + "quotation", + "r'", + "raccoon", + "racecar", + "racquet", + "radiator", + "raffle", + "raft", + "railroad", + "railway", + "rainbow", + "rainforest", + "rajput", + "ramp", + "rampart", + "ramsay", + "rapist", + "raptor", + "rattlesnake", + "ravine", + "ravioli", + "razor", + "realm", + "receipt", + "receptor", + "recipe", + "recipient", + "recital", + "recitation", + "recommendation", + "redskin", + "reduction", + "reeve", + "refer", + "refugee", + "regime", + "rehearsal", + "relay", + "relic", + "relief", + "remembrance", + "remnant", + "remonstrance", + "rental", + "reparation", + "replica", + "replicator", + "reptile", + "reservation", + "reservoir", + "restraint", + "retailer", + "rev", + "revelation", + "revenue", + "rhino", + "rho", + "rhode", + "rhododendron", + "rib", + "ribbon", + "rift", + "ritual", + "riva", + "rivulet", + "rm", + "roadblock", + "roadway", + "rodent", + "rogue", + "rook", + "rookie", + "roommate", + "rooster", + "ross'", + "roundabout", + "royalist", + "rudder", + "ruffian", + "runaway", + "runway", + "rupee", + "sabre", + "sac", + "sahiba", + "sailboat", + "saiyan", + "sake", + "salad", + "salamander", + "salina", + "saloon", + "saltine", + "salutation", + "samaritan", + "samuel", + "sandal", + "sandcastle", + "santo", + "sapling", + "saracen", + "sardine", + "satellite", + "saucepan", + "sauropod", + "sausage", + "sawmill", + "sb", + "scalp", + "scam", + "scav", + "scavenger", + "scenario", + "schoolboy", + "schoolgirl", + "schoolmate", + "scientist", + "scone", + "scoundrel", + "screenplay", + "screwdriver", + "scribe", + "scripture", + "scroll", + "scrub", + "scythe", + "seagull", + "seaplane", + "searchlight", + "seashell", + "seatbelt", + "seaward", + "sector", + "sedative", + "segment", + "seizure", + "selfie", + "semiconductor", + "semifinal", + "seminole", + "sentinel", + "separatist", + "sequel", + "sequence", + "serial", + "sermon", + "session", + "shack", + "shaft", + "shard", + "shareholder", + "shawl", + "shed", + "shilling", + "shingle", + "shipment", + "shipyard", + "shoal", + "shoelace", + "shopkeeper", + "shortage", + "shot", + "shotgun", + "shred", + "shrimp", + "shrine", + "shrub", + "sibling", + "sidewalk", + "siege", + "sierra", + "signature", + "singleton", + "sitcom", + "siva", + "sixth", + "skittle", + "skull", + "skunk", + "sky'", + "skyscraper", + "skyward", + "slab", + "slack", + "slam", + "sled", + "sledge", + "slogan", + "sloop", + "sloth", + "slug", + "slum", + "sm", + "smartphone", + "smurf", + "snack", + "snapshot", + "snare", + "sniffle", + "snowball", + "snowflake", + "society'", + "sockie", + "soda", + "sofa", + "solicitor", + "solitude", + "soloist", + "somersault", + "sometime", + "somewhere", + "sonata", + "sonnet", + "sophomore", + "sorcerer", + "soundtrack", + "soup", + "source", + "southerner", + "souvenir", + "sovereign", + "soviet", + "spade", + "spaghettio", + "spaniard", + "spaniel", + "sparrow", + "spasm", + "specialist", + "specimen", + "spectator", + "sphere", + "spiral", + "spitfire", + "splendour", + "spore", + "spouse", + "spreadsheet", + "spud", + "squadron", + "squall", + "squaw", + "sss", + "stadium", + "staircase", + "stalag", + "stan'", + "stanchion", + "stanza", + "starbuck", + "stark", + "starling", + "stasi", + "stateroom", + "statue", + "stave", + "steak", + "steamboat", + "steed", + "stem", + "stencil", + "stepsister", + "steroid", + "steward", + "stile", + "stirrup", + "stool", + "storehouse", + "storey", + "stork", + "storyline", + "stove", + "strait", + "straw", + "strength", + "stronghold", + "stub", + "stuka", + "subdivision", + "subgroup", + "subordinate", + "subscription", + "suburb", + "subway", + "successor", + "suitcase", + "sultana", + "sumerian", + "sunbeam", + "sunni", + "sunset", + "supermarket", + "superpower", + "superstar", + "suv", + "swan", + "sweetheart", + "sweetmeat", + "sweetpea", + "swim", + "swimsuit", + "syllable", + "symptom", + "syringe", + "tablet", + "tabloid", + "taco", + "tadpole", + "tale", + "talon", + "tamil", + "tangerine", + "tantrum", + "tart", + "tassel", + "taxpayer", + "tb", + "teabag", + "teacup", + "teammate", + "teapot", + "technician", + "technique", + "tectonic", + "tehsil", + "telecommunication", + "telegram", + "telenovela", + "telescope", + "temperature", + "tempest", + "temptation", + "tenant", + "tendon", + "tenement", + "tenth", + "terminal", + "terrier", + "texan", + "texas'", + "textbook", + "textile", + "thame", + "theft", + "their", + "them'", + "theologian", + "thermodynamic", + "thicket", + "thigh", + "thistle", + "thomas'", + "thong", + "thoroughbred", + "thoroughfare", + "thrall", + "threat", + "throne", + "thud", + "thug", + "thumb", + "thunderbird", + "thunderbolt", + "thunderstorm", + "tibetan", + "tinkertoy", + "tissue", + "toadstool", + "today'", + "toenail", + "token", + "tomahawk", + "tomb", + "tombstone", + "tomorrow'", + "tonight'", + "tool", + "toothie", + "toothpick", + "tootsie", + "topover", + "topping", + "topsail", + "toro", + "torre", + "tortilla", + "tortoise", + "toru", + "toucan", + "touchdown", + "toward", + "towel", + "toxin", + "tract", + "trainee", + "trainset", + "trait", + "transaction", + "transfer", + "transformation", + "transistor", + "transmission", + "trawler", + "tray", + "treetop", + "tremor", + "trial", + "tribunal", + "tribute", + "trillion", + "trimming", + "trinket", + "trio", + "trojan", + "trolley", + "trough", + "trouser", + "trunk", + "trustee", + "tryout", + "tua", + "tuft", + "tulip", + "tunic", + "turbine", + "turnip", + "turret", + "tusk", + "tweenie", + "twelfth", + "twig", + "typeface", + "typewriter", + "typhoon", + "tyrant", + "udder", + "ufo", + "uk'", + "ukrainian", + "ulcer", + "umbrella", + "unaware", + "undertaking", + "underwaterminiature", + "unicorn", + "unionist", + "university'", + "upland", + "uprising", + "upward", + "urchin", + "usage", + "utensil", + "utterance", + "v'", + "vaccine", + "valuable", + "valve", + "vampire", + "variable", + "vase", + "vassal", + "vaughan", + "vector", + "veda", + "vegetable", + "vegetarian", + "veggie", + "vein", + "vendor", + "vertebrate", + "veteran", + "vh", + "vibe", + "vice", + "victual", + "villa", + "vine", + "vineyard", + "viper", + "visa", + "vitamin", + "vocalist", + "volley", + "volume", + "voucher", + "vowel", + "vre", + "vulcan", + "vulture", + "wafer", + "waffle", + "waggon", + "wagon", + "waif", + "waist", + "wallop", + "walnut", + "wardrobe", + "warehouse", + "warlord", + "watercolor", + "waterfall", + "watermelon", + "waterway", + "wavelength", + "weasel", + "website", + "weekday", + "weekend", + "wellington", + "welly", + "west'", + "wetland", + "wheelchair", + "whiff", + "whig", + "while", + "whim", + "whippoorwill", + "whoopsie", + "wiener", + "wife'", + "wigwam", + "wildcat", + "wildfire", + "willow", + "windfall", + "windmill", + "wisp", + "withdrawal", + "wold", + "wolf'", + "wolverine", + "woman'", + "wombat", + "womble", + "women'", + "woodland", + "woodpecker", + "woop", + "workplace", + "workshop", + "worm", + "wrist", + "wymp", + "x'", + "yadava", + "yard", + "yearling", + "yike", + "yoghurt", + "yolk", + "york'", + "young'", + "youngster", + "z'", + "zenana", + "zephyr", + "zeppelin", + "zombie" + ], + "suffixes": [ + "", + "s" + ] + }, + { + "stems": [ + "all", + "arm", + "aunt", + "bell", + "bird", + "bull", + "burglar", + "chew", + "chick", + "cop", + "count", + "crawl", + "crisp", + "deliver", + "discover", + "doll", + "duck", + "egg", + "eight", + "frost", + "good", + "grocer", + "gull", + "hand", + "hank", + "heart", + "husk", + "kitt", + "lad", + "merc", + "monarch", + "part", + "poop", + "recover", + "rock", + "rub", + "stud", + "sweet", + "treat", + "victor", + "well", + "will", + "wind" + ], + "suffixes": [ + "", + "ies", + "s", + "y" + ] + }, + { + "stems": [ + "arch", + "bak", + "bank", + "build", + "bust", + "butt", + "buy", + "command", + "commission", + "controll", + "cruis", + "cutt", + "d", + "digg", + "driv", + "employ", + "farm", + "flow", + "jump", + "keep", + "kill", + "lead", + "lov", + "mak", + "manag", + "murder", + "observ", + "play", + "pott", + "publish", + "rang", + "record", + "robb", + "skipp", + "steam", + "summ", + "teach", + "tow", + "travell", + "us", + "walk", + "work", + "writ" + ], + "suffixes": [ + "ed", + "ers", + "ing", + [ + "er", + [ + "'s", + "" + ] + ] + ] + }, + { + "stems": [ + "'n", + "ab", + "ad", + "ah", + "ak", + "albert", + "all", + "alt", + "amm", + "and", + "angel", + "ann", + "antoni", + "ap", + "august", + "bel", + "bell", + "bi", + "blanc", + "bo", + "bob", + "bok", + "br", + "carl", + "carmel", + "ch", + "chic", + "ci", + "cl", + "cle", + "com", + "di", + "du", + "ed", + "el", + "ell", + "elm", + "en", + "et", + "franc", + "gin", + "go", + "gr", + "ha", + "hel", + "int", + "ip", + "is", + "iv", + "ivan", + "juli", + "kan", + "lag", + "latin", + "li", + "lil", + "lim", + "lol", + "mam", + "mand", + "marcel", + "mari", + "marian", + "marin", + "martin", + "mi", + "mil", + "mor", + "mot", + "nas", + "ni", + "nic", + "nicol", + "nin", + "nov", + "od", + "om", + "opp", + "or", + "par", + "pas", + "paul", + "petr", + "pi", + "pl", + "port", + "prim", + "puy", + "qu", + "quit", + "ra", + "ri", + "ric", + "robert", + "roll", + "sa", + "sant", + "sh", + "tat", + "th", + "the", + "tic", + "tit", + "to", + "valentin", + "vic", + "vit", + "wh", + "whats", + "who", + "wo" + ], + "suffixes": [ + "", + "a", + "o" + ] + }, + { + "stems": [ + "'b", + "'m", + "ab", + "ach", + "ais", + "all", + "alle", + "am", + "amor", + "anc", + "ba", + "bab", + "bell", + "bod", + "butt", + "call", + "carl", + "cit", + "co", + "cod", + "cop", + "crumbl", + "dal", + "dav", + "di", + "doz", + "earl", + "eas", + "el", + "ell", + "emil", + "ev", + "fa", + "fill", + "flak", + "ga", + "gab", + "georg", + "good", + "grad", + "grim", + "ha", + "hast", + "haz", + "hid", + "hol", + "hors", + "hu", + "ic", + "iv", + "ja", + "jo", + "jud", + "ka", + "lac", + "lill", + "lock", + "lord", + "luc", + "mac", + "mal", + "matt", + "mil", + "mill", + "mol", + "mont", + "na", + "nav", + "nd", + "nos", + "past", + "peas", + "phon", + "pl", + "point", + "pok", + "pol", + "poll", + "pos", + "quirk", + "ra", + "rac", + "read", + "ro", + "rom", + "ros", + "rub", + "sa", + "sall", + "sh", + "shad", + "shak", + "slim", + "steel", + "stor", + "strip", + "sunda", + "ta", + "th", + "the", + "to", + "tw", + "unit", + "wa", + "wad", + "wh", + "whe", + "wil", + 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"我也喜欢", + "我听过", + "我想想", + "我看", + "我看了", + "我知道", + "我觉得很好看", + "我觉得有可能", + "我觉得还不错", + "所以", + "挺好的", + "据说这个电影很好看", + "文章", + "新闻", + "是不是很好看", + "是他", + "最近", + "有道理", + "期待", + "未来可期", + "杨千嬅", + "杨洋", + "水平", + "没错", + "电影", + "电视剧", + "的人", + "的女主", + "的导演", + "的市场份额", + "的时候我好喜欢他", + "的比赛", + "的电视剧", + "的那个", + "真实", + "真的", + "真的很好看", + "真的是太好看了", + "确实", + "票房很高", + "等下聊", + "詹姆斯", + "说的也是", + "还可以", + "还有", + "这个我不太了解", + "这个我知道", + "这么厉害", + "这场的比赛打的不是很理想", + "这样的", + "这部电影", + "这部电视剧没有", + "迫不及待", + "那样", + "那部电影", + "郭俊辰演的", + "都可以", + "首映" + ], + "suffixes": [ + "", + "啊" + ] + }, + { + "stems": [ + "一起", + "不是", + "之类的", + "也不错", + "交换", + "你看过", + "其实还好", + "加油", + "厉害", + "可能是", + "听过", + "哈哈是", + "唐人街探案", + "太好看了", + "太帅了", + "奔跑", + "好像是", + "好好告别", + "好的", + "差不多", + "希望", + "应该还不错", + "应该还可以", + "开始", + "开心", + "很多", + "微信", + "我觉得", + "或许", + "才知道的", + "摔跤", + "明年", + "有时候", + "有点", + "有点类似", + "没有", + "的第二部", + "看过", + "睡觉", + "知足", + "知道", + "笔记本", + "等等", + "还不错", + "还可以", + "还好", + "还行", + "这个电视剧", + "这个综艺", + "这个综艺节目", + "这部剧", + "这部电影", + "这部电视剧" + ], + "suffixes": [ + "", + "吧" + ] + }, + { + "stems": [ + "不知道你看过", + "不过", + "不过你知道", + "之前", + "之前看", + "以前", + "你是说", + "你最近有没有看", + "你看", + "你看过", + "你看那个", + "你知道", + "你知道最近", + "你知道最近的", + "你说的", + "你说的是", + "前段时间的", + "听说", + "尤其是", + "就像", + "就是", + "当时我看", + "当然是", + "我之前看", + "我之前看的", + "我也看过", + "我听说", + "我在看", + "我没看", + "我看了", + "我看过", + "我知道", + "是不是", + "最近", + "最近很火的", + "最近我在看", + "最近看了", + "比如", + "比如说", + "然后", + "罗晋演的", + "而且", + "而且在", + "肖战演的", + "诶你知道", + "诶你知道最近", + "还有", + "这是", + "里面", + "除了" + ], + "suffixes": [ + "", + "那个" + ] + }, + { + "stems": [ + "一样", + "很不错", + "很好看", + "怎么样", + "我也是", + "我在看小说", + "是的", + "的电影", + "的股份", + "的预告片" + ], + "suffixes": [ + "", + "呢", + "啊" + ] + }, + { + "stems": [ + "个", + "会", + "凳", + "卡", + "口", + "叶", + "头", + "女", + "孩", + "小", + "带", + "影", + "本", + "条", + "样", + "根", + "棍", + "沟", + "点", + "片", + "瓶", + "皮", + "盆", + "盖", + "绳", + "罐", + "胆", + "腿", + "芯", + "院", + "面", + "鱼" + ], + "suffixes": [ + "儿", + "子" + ] + }, + { + "stems": [ + "你听说过", + "你有看过", + "你看了", + "你看过", + "你知道", + "可不", + "可不是", + "号上映", + "听说了", + "听说过", + "女孩子", + "就是", + "就是说", + "就要开播了", + "差不多", + "广告", + "收官了", + "新闻", + "有看过", + "没有", + "的那个", + "看了", + "这个", + "这个电视剧", + "这本书", + "这款游戏", + "这部片子", + "这部电影" + ], + "suffixes": [ + "", + "嘛" + ] + }, + { + "stems": [ + "不", + "不过我之前看", + "不过我看", + "之前看", + "他参加", + "他还导演", + "你听", + "你听说", + "你看", + "听说", + "我也去看", + "我也看", + "我也看到", + "我倒是看", + "我只看", + "我就看", + "我看", + "我还看", + "我都看", + "看", + "这个我看", + "那你看" + ], + "suffixes": [ + "了", + "过" + ] + }, + { + "stems": [ + "不错", + "了没", + "低的", + "喜欢看", + "嗯嗯是", + "好的", + "好的谢谢你", + "当然看过了", + "我也很喜欢", + "我的妈", + "最新的", + "有没有", + "的女主角", + "真的好听", + "认识", + "超喜欢", + "这个电影", + "这部剧", + "马上上映了", + "鼓励" + ], + "suffixes": [ + "", + "呀" + ] + }, + { + "stems": [ + "不过不是电", + "是电", + "最近很火的电", + "最近有一部电", + "最近有部电", + "最近电", + "电", + "的电", + "看过电", + "等电", + "这个是电", + "这个电", + "这是电", + "这部电", + "那你听说电" + ], + "suffixes": [ + "影", + "视剧" + ] + }, + { + "stems": [ + "专门来", + "之前", + "你也在", + "在", + "好多人都在", + "我也在", + "我在", + "我最近也在", + "我最近在", + "最近在", + "最近我在", + "最近我都在" + ], + "suffixes": [ + "看", + "追" + ] + }, + { + "stems": [ + "也很好", + "好", + "好不好", + "我", + "我想", + "是真的很好", + "最近在", + "特别的好", + "真的好", + "确实很好", + "超级好", + "难" + ], + "suffixes": [ + "听", + "看" + ] + }, + { + "stems": [ + "你看过", + "即将在国内上映", + "的电影", + "的预告片", + "这个你看过", + "这部剧", + "这部片子", + "这部电影", + "这部电视剧", + "那部电影" + ], + "suffixes": [ + "了吗", + "吗" + ] + }, + { + "stems": [ + "你有玩", + "你有看", + "你没有看", + "你没看" + ], + "suffixes": [ + "吗", + "过", + "过吗" + ] + }, + { + "stems": [ + "女孩", + "小孩", + "树叶", + "男孩" + ], + "suffixes": [ + "", + "儿", + "子" + ] + }, + { + "stems": [ + "听", + "听不", + "听得", + "看", + "看不", + "看得", + "遇" + ], + "suffixes": [ + "到", + "见" + ] + }, + { + "stems": [ + "上", + "也上", + "日就要上", + "要上", + "马上上" + ], + "suffixes": [ + "映了", + "线了" + ] + }, + { + "stems": [ + "之前", + "我在", + "最近我在", + "诶你最近", + "诶我看你也在" + ], + "suffixes": [ + "看那个", + "追" + ] + }, + { + "stems": [ + "是个电", + "最近新出了一部电", + "最近有一部电", + "电", + "这部电" + ], + "suffixes": [ + "影叫", + "视剧" + ] + }, + { + "stems": [ + "好", + "超级好", + "还挺好", + "这个很好" + ], + "suffixes": [ + "听的", + [ + "看", + [ + "", + "的" + ] + ] + ] + }, + { + "stems": [ + "松", + "果", + "梨", + "椰" + ], + "suffixes": [ + "子", + "树" + ] + }, + { + "stems": [ + "摄影", + "照相" + ], + "suffixes": [ + "", + "师", + "机" + ] + }, + { + "stems": [ + "玩玩", + "画画" + ], + "suffixes": [ + "", + "儿", + "看" + ] + }, + { + "stems": [ + "我看完", + "杀青" + ], + "suffixes": [ + "之后", + "了" + ] + }, + { + "stems": [ + "无聊看电视", + "看电视" + ], + "suffixes": [ + "剧啊", + "啊" + ] + } + ] +} \ No newline at end of file diff --git a/preprocess_config.json b/preprocess_config.json new file mode 100644 index 0000000..5682529 --- /dev/null +++ b/preprocess_config.json @@ -0,0 +1,6 @@ +{ + "lowercase": true, + "separate_apostrophes": false, + "separate_digits": true, + "separate_punctuation": true +} \ No newline at end of file diff --git a/preprocessing.py b/preprocessing.py new file mode 100644 index 0000000..4e398ec --- /dev/null +++ b/preprocessing.py @@ -0,0 +1,26 @@ +# preprocessing.py + +import re + +class Preprocessor: + def __init__(self, lowercase=False, separate_apostrophes=True, separate_digits=True, separate_punctuation=True): + self.lowercase = lowercase + self.separate_apostrophes = separate_apostrophes + self.separate_punctuation = separate_punctuation + self.separate_digits = separate_digits + + def preprocess(self, line: str) -> str: + if self.lowercase: + line = line.lower() + if self.separate_apostrophes: + # Add spaces around apostrophes + line = re.sub(r"([’'`])", r" \1 ", line) + # Add spaces around punctuation (except alphanumeric and apostrophes) + if self.separate_punctuation: + line = re.sub(r"([^A-Za-z0-9\s’'`])", r" \1 ", line) + if self.separate_digits: + line = re.sub(r"(\d)", r" \1 ", line) + + # Normalize whitespace + line = re.sub(r"\s+", " ", line) + return line.strip() \ No newline at end of file diff --git a/revision_info.json b/revision_info.json new file mode 100644 index 0000000..4ebcda8 --- /dev/null +++ b/revision_info.json @@ -0,0 +1,13 @@ +{ + "kind": "main", + "name": "main", + "checkpoint_name": "epoch_9", + "family": "epoch_end", + "epoch_index": 9, + "notes": [ + "Clean staging bundle for the HF main branch.", + "This matches the packaged top-level model checkpoint." + ], + "source_checkpoint_dir": "/home/achille.fusco/pr_baby_lm/BabyLM_2026_ENH/04-experiments/model_gpt2_ParFindFast_eng_zho_BD_budget16k_zhchildes_v1.0/checkpoints/epoch_9", + "target_bundle_dir": "/home/achille.fusco/pr_baby_lm/BabyLM_2026_ENH/03-models/gpt2_parfind_en_zh_equal_tokfix/main_bundle" +} diff --git a/special_tokens_map.json b/special_tokens_map.json new file mode 100644 index 0000000..a782b2f --- /dev/null +++ b/special_tokens_map.json @@ -0,0 +1,30 @@ +{ + "bos_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "unk_token": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + } +} diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..446126e --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,32274 @@ +{ + "version": "1.0", + "truncation": null, + "padding": null, + "added_tokens": [ + { + "id": 0, + "content": "", + "single_word": false, + "lstrip": false, + "rstrip": false, + "normalized": false, + "special": true + }, + { + "id": 1, + "content": "", + "single_word": false, + "lstrip": false, + "rstrip": false, + "normalized": false, + "special": true + }, + { + "id": 2, + "content": "", + "single_word": false, + "lstrip": false, + "rstrip": false, + "normalized": false, + "special": true + }, + { + "id": 3, + "content": "", + "single_word": false, + "lstrip": false, + "rstrip": false, + "normalized": false, + "special": true + } + ], + "normalizer": null, + "pre_tokenizer": { + "type": "Whitespace" + }, + "post_processor": null, + "decoder": null, + "model": { + "type": "WordLevel", + "vocab": { + "": 0, + "": 1, + "": 2, + "": 3, + "'": 4, + "s": 5, + "t": 6, + "d": 7, + "i": 8, + "ve": 9, + "o": 10, + "re": 11, + "ll": 12, + "you": 13, + "m": 14, + "n": 15, + "what": 16, + "y": 17, + "c": 18, + "it": 19, + "l": 20, + "we": 21, + "a": 22, + "b": 23, + "e": 24, + "ma": 25, + "on": 26, + "one": 27, + "that": 28, + "black": 29, + "blue": 30, + "da": 31, + "day": 32, + "dog": 33, + "don": 34, + "er": 35, + "for": 36, + "h": 37, + "har": 38, + "he": 39, + "how": 40, + "let": 41, + "life": 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21096, + "常见": 21097, + "帼": 21098, + "帽": 21099, + "帽子": 21100, + "帽帽": 21101, + "幂": 21102, + "幄": 21103, + "幅": 21104, + "幌": 21105, + "幍": 21106, + "幔": 21107, + "幕": 21108, + "幛": 21109, + "幞": 21110, + "幡": 21111, + "幢": 21112, + "幫": 21113, + "干": 21114, + "干么": 21115, + "干净": 21116, + "干净不干净": 21117, + "干吗": 21118, + "干啥": 21119, + "干嘛": 21120, + "干妈": 21121, + "干干": 21122, + "干干净净": 21123, + "干掉": 21124, + "干杯": 21125, + "干活": 21126, + "干的": 21127, + "干脆": 21128, + "干贝": 21129, + "平": 21130, + "平交道": 21131, + "平原上的夏洛克": 21132, + "平台": 21133, + "平地": 21134, + "平安": 21135, + "平常": 21136, + "平平": 21137, + "平底锅": 21138, + "平方": 21139, + "平时": 21140, + "平板": 21141, + "平菇": 21142, + "平行四边形": 21143, + "平衡": 21144, + "平面": 21145, + "年": 21146, + "年了": 21147, + "年少成名": 21148, + "年年": 21149, + "年的": 21150, + "年的那部": 21151, + "年糕": 21152, + "年级": 21153, + "年纪": 21154, + "年轻": 21155, + "年龄": 21156, + "幵": 21157, + "并": 21158, + "并且": 21159, + "并利旧": 21160, + "并并拢": 21161, + "并拢": 21162, + "并排": 21163, + "幷": 21164, + "幸": 21165, + "幸亏": 21166, + "幸好": 21167, + "幸福": 21168, + "幸福三重奏": 21169, + "幸福还会来敲门": 21170, + "幸运": 21171, + "幹": 21172, + "幺": 21173, + "幺幺零": 21174, + "幻": 21175, + "幻想": 21176, + "幻觉": 21177, + "幼": 21178, + "幼儿": 21179, + "幼儿园": 21180, + "幼稚": 21181, + "幼稚园": 21182, + "幽": 21183, + "幽灵行动": 21184, + "幽谷": 21185, + "幾": 21186, + "广": 21187, + "广告": 21188, + "广告栏": 21189, + "广场": 21190, + "广岛之恋": 21191, + "广播": 21192, + "广阔": 21193, + "庀": 21194, + "庄": 21195, + "庄稼": 21196, + "庆": 21197, + "庆余年": 21198, + "庆功": 21199, + "庇": 21200, + "床": 21201, + "床单": 21202, + "床头柜": 21203, + "床床": 21204, + "床舖": 21205, + "床铺": 21206, + "序": 21207, + "庐": 21208, + "庑": 21209, + "库": 21210, + "应": 21211, + "应之": 21212, + "应承": 21213, + "应用程序": 21214, + "应该": 21215, + "应该是": 21216, + "应该还不错": 21217, + "应该还可以": 21218, + "底": 21219, + "底下": 21220, + "底座": 21221, + "底片": 21222, + "庖": 21223, + "店": 21224, + "庙": 21225, + "庚": 21226, + "府": 21227, + "庞": 21228, + "废": 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"开放": 21296, + "开水": 21297, + "开火": 21298, + "开玩笑": 21299, + "开花": 21300, + "开药": 21301, + "开车": 21302, + "开车车": 21303, + "开饭": 21304, + "弁": 21305, + "异": 21306, + "异型": 21307, + "异星觉醒": 21308, + "弃": 21309, + "弄": 21310, + "弄一弄": 21311, + "弄弄": 21312, + "弄弄看": 21313, + "弈": 21314, + "弊": 21315, + "弋": 21316, + "式": 21317, + "弑": 21318, + "弓": 21319, + "弓箭": 21320, + "引": 21321, + "引导": 21322, + "引起": 21323, + "弗": 21324, + "弘": 21325, + "弛": 21326, + "弟": 21327, + "弟弟": 21328, + "张": 21329, + "张佳乐": 21330, + "张子叶": 21331, + "张宇衡": 21332, + "张开": 21333, + "张意江": 21334, + "张瀚睿": 21335, + "张牙舞爪": 21336, + "张贴": 21337, + "张雨婷": 21338, + "弢": 21339, + "弥": 21340, + "弦": 21341, + "弧": 21342, + "弧线": 21343, + "弩": 21344, + "弭": 21345, + "弯": 21346, + "弯儿": 21347, + "弯弯": 21348, + "弯弯曲曲": 21349, + "弱": 21350, + "弱视": 21351, + "張": 21352, + "弶": 21353, + "強": 21354, + "弹": 21355, + "弹力": 21356, + "弹奏": 21357, + "弹性": 21358, + "弹珠": 21359, + "弹琴": 21360, + "弹簧": 21361, + "强": 21362, + "强壮": 21363, + "强大": 21364, + "强强": 21365, + "强求": 21366, + "强烈": 21367, + "强生": 21368, + "强盗": 21369, + "强身健体": 21370, + "弼": 21371, + "彀": 21372, + "彈": 21373, + "彊": 21374, + "彌": 21375, + "彎": 21376, + "归": 21377, + "归去": 21378, + "当": 21379, + "当中": 21380, + "当作": 21381, + "当你恋爱时": 21382, + "当做": 21383, + "当初": 21384, + "当场": 21385, + "当幸福来敲门": 21386, + "当当": 21387, + "当心": 21388, + "当成": 21389, + "当时": 21390, + "当时很火的": 21391, + "当时我看": 21392, + "当时看": 21393, + "当机": 21394, + "当然": 21395, + "当然不会了": 21396, + "当然了": 21397, + "当然可以": 21398, + "当然是": 21399, + "当然看过了": 21400, + "当然知道": 21401, + "当然知道了": 21402, + "录": 21403, + "录像": 21404, + "录像像": 21405, + "录像机": 21406, + "录影": 21407, + "录影带": 21408, + "录音": 21409, + "录音带": 21410, + "录音机": 21411, + "录音笔": 21412, + "彖": 21413, + "彗": 21414, + "彗星": 21415, + "彘": 21416, + "彝": 21417, + "形": 21418, + "形容": 21419, + "形式": 21420, + "形影不离": 21421, + "形状": 21422, + "形象": 21423, + "彤": 21424, + "彤彤": 21425, + "彦": 21426, + "彧": 21427, + "彩": 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"得意": 21495, + "得救": 21496, + "徘": 21497, + "徙": 21498, + "徜": 21499, + "從": 21500, + "御": 21501, + "徨": 21502, + "復": 21503, + "循": 21504, + "循环": 21505, + "徭": 21506, + "微": 21507, + "微信": 21508, + "微微": 21509, + "微微一笑很倾城": 21510, + "微波炉": 21511, + "微笑": 21512, + "微软刚发布了一款平板电脑呢": 21513, + "微风": 21514, + "徳": 21515, + "徵": 21516, + "德": 21517, + "德国": 21518, + "德志": 21519, + "德行": 21520, + "德鲁纳酒店": 21521, + "徹": 21522, + "徽": 21523, + "心": 21524, + "心事": 21525, + "心安啦": 21526, + "心思": 21527, + "心急": 21528, + "心情": 21529, + "心想": 21530, + "心灵法医": 21531, + "心爱": 21532, + "心理": 21533, + "心眼": 21534, + "心肠": 21535, + "心脏": 21536, + "心藏": 21537, + "心跳": 21538, + "心里": 21539, + "忄": 21540, + "必": 21541, + "必要": 21542, + "必需": 21543, + "必须": 21544, + "忆": 21545, + "忌": 21546, + "忍": 21547, + "忍不住": 21548, + "忍住": 21549, + "忍耐": 21550, + "忏": 21551, + "忐": 21552, + "忑": 21553, + "忒": 21554, + "忖": 21555, + "志": 21556, + "志坚": 21557, + "忘": 21558, + "忘记": 21559, + "忙": 21560, + "忙不忙": 21561, + "忙忙": 21562, + "忙的": 21563, + "忙碌": 21564, + "忝": 21565, + "忠": 21566, + "忡": 21567, + "忤": 21568, + "忧": 21569, + "忪": 21570, + "快": 21571, + "快不快": 21572, + "快乐": 21573, + "快乐大本营": 21574, + "快乐男生": 21575, + "快地": 21576, + "快快": 21577, + "快把我哥带走": 21578, + "快点": 21579, + "快点儿": 21580, + "快的": 21581, + "快看完了": 21582, + "快要": 21583, + "快要上映了": 21584, + "快递": 21585, + "快速": 21586, + "快锅": 21587, + "忭": 21588, + "忱": 21589, + "念": 21590, + "念念": 21591, + "忸": 21592, + "忻": 21593, + "忽": 21594, + "忽然": 21595, + "忾": 21596, + "忿": 21597, + "怀": 21598, + "怀念": 21599, + "怀抱": 21600, + "怀疑": 21601, + "态": 21602, + "态度": 21603, + "怂": 21604, + "怃": 21605, + "怄": 21606, + "怅": 21607, + "怆": 21608, + "怍": 21609, + "怎": 21610, + "怎么": 21611, + "怎么了": 21612, + "怎么办": 21613, + "怎么可能": 21614, + "怎么样": 21615, + "怎样": 21616, + "怏": 21617, + "怒": 21618, + "怔": 21619, + "怕": 21620, + "怕不怕": 21621, + "怕人": 21622, + "怕怕": 21623, + "怕生": 21624, + "怖": 21625, + "怙": 21626, + "怜": 21627, + "思": 21628, + "思念": 21629, + "思想": 21630, + "思考": 21631, + "怠": 21632, + "怡": 21633, + "怡希": 21634, + "急": 21635, + "急先锋": 21636, + "急忙": 21637, + "急急": 21638, + "急急忙忙": 21639, + "急的": 21640, + "急诊": 21641, + "急速逃脱": 21642, + "怦": 21643, + "性": 21644, + "怨": 21645, + "怩": 21646, + "怪": 21647, + "怪不得": 21648, + "怪侠欧阳德": 21649, + "怪兽": 21650, + "怪兽之王": 21651, + "怪异": 21652, + "怪怪": 21653, + "怪物": 21654, + "怫": 21655, + "怮": 21656, + "怯": 21657, + "怵": 21658, + "总": 21659, + "总之": 21660, + "总共": 21661, + "总归": 21662, + "总是": 21663, + "总算": 21664, + "总结": 21665, + "怼": 21666, + "怿": 21667, + "恁": 21668, + "恂": 21669, + "恃": 21670, + "恋": 21671, + "恍": 21672, + "恐": 21673, + "恐怕": 21674, + "恐怖": 21675, + "恐惧": 21676, + "恐龙": 21677, + "恒": 21678, + "恕": 21679, + "恙": 21680, + "恢": 21681, + "恢复": 21682, + "恣": 21683, + "恤": 21684, + "恨": 21685, + "恩": 21686, + "恩恩": 21687, + "恪": 21688, + "恫": 21689, + "恬": 21690, + "恭": 21691, + "恭喜": 21692, + "息": 21693, + "恰": 21694, + "恳": 21695, + "恵": 21696, + "恶": 21697, 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28770, + "螃蟹": 28771, + "螅": 28772, + "螈": 28773, + "螋": 28774, + "融": 28775, + "融化": 28776, + "融融": 28777, + "螓": 28778, + "螟": 28779, + "螣": 28780, + "螨": 28781, + "螫": 28782, + "螬": 28783, + "螭": 28784, + "螯": 28785, + "螳": 28786, + "螳螂": 28787, + "螺": 28788, + "螺丝": 28789, + "螺丝刀": 28790, + "螺丝钉": 28791, + "螺帽": 28792, + "螺旋桨": 28793, + "螾": 28794, + "蟀": 28795, + "蟆": 28796, + "蟊": 28797, + "蟋": 28798, + "蟑": 28799, + "蟑螂": 28800, + "蟒": 28801, + "蟒蛇": 28802, + "蟜": 28803, + "蟠": 28804, + "蟥": 28805, + "蟦": 28806, + "蟪": 28807, + "蟮": 28808, + "蟲": 28809, + "蟹": 28810, + "蟹子": 28811, + "蟺": 28812, + "蟾": 28813, + "蠃": 28814, + "蠋": 28815, + "蠕": 28816, + "蠖": 28817, + "蠟": 28818, + "蠡": 28819, + "蠢": 28820, + "蠵": 28821, + "蠹": 28822, + "蠼": 28823, + "血": 28824, + "血小板": 28825, + "血肉": 28826, + "衅": 28827, + "行": 28828, + "行不行": 28829, + "行为": 28830, + "行吗": 28831, + "行吧": 28832, + "行家": 28833, + "行尸走肉": 28834, + "行李": 28835, + "衍": 28836, + "術": 28837, + "衔": 28838, + "街": 28839, + "街坊财爷": 28840, + "街篮": 28841, + "街舞": 28842, + "衙": 28843, + "衝": 28844, + "衡": 28845, + "衡阳": 28846, + "衢": 28847, + "衣": 28848, + "衣服": 28849, + "衣架": 28850, + "衣柜": 28851, + "衣柜里的冒险王": 28852, + "衣橱": 28853, + "衣裳": 28854, + "衣饺": 28855, + "补": 28856, + "补习": 28857, + "补习班": 28858, + "补充": 28859, + "补牙": 28860, + "表": 28861, + "表哥": 28862, + "表妹": 28863, + "表姊": 28864, + "表姐": 28865, + "表弟": 28866, + "表情": 28867, + "表扬": 28868, + "表演": 28869, + "表现": 28870, + "表皮": 28871, + "表示": 28872, + "表表": 28873, + "表达": 28874, + "表面": 28875, + "衩": 28876, + "衫": 28877, + "衬": 28878, + "衬衫": 28879, + "衮": 28880, + "衰": 28881, + "衲": 28882, + "衷": 28883, + "衹": 28884, + "衽": 28885, + "衾": 28886, + "衿": 28887, + "袁": 28888, + "袁捷": 28889, + "袂": 28890, + "袄": 28891, + "袅": 28892, + "袆": 28893, + "袈": 28894, + "袋": 28895, + "袋子": 28896, + "袋袋": 28897, + "袋鼠": 28898, + "袍": 28899, + "袒": 28900, + "袓": 28901, + "袖": 28902, + "袖子": 28903, + "袜": 28904, + "袜子": 28905, + "袜袜": 28906, + "袜裤": 28907, + "袢": 28908, + "袤": 28909, + "袪": 28910, + "被": 28911, + "被光抓走的人": 28912, + "被子": 28913, + "被寄予厚望": 28914, + "被窝": 28915, + "被被": 28916, + "袭": 28917, + "袭击": 28918, + "袱": 28919, + "袷": 28920, + "袿": 28921, + "裀": 28922, + "裁": 28923, + "裁决": 28924, + "裁判": 28925, + "裂": 28926, + "装": 28927, + "装作": 28928, + "装修": 28929, + "装备": 28930, + "装扮": 28931, + "装甲车": 28932, + "装装": 28933, + "装饰": 28934, + "裆": 28935, + "裉": 28936, + "裏": 28937, + "裒": 28938, + "裔": 28939, + "裕": 28940, + "裘": 28941, + "裙": 28942, + "裙子": 28943, + "裙裙": 28944, + "補": 28945, + "裝": 28946, + "裟": 28947, + "裡": 28948, + "裡面": 28949, + "裢": 28950, + "裣": 28951, + "裤": 28952, + "裤子": 28953, + "裤脚": 28954, + "裤腿": 28955, + "裤衩": 28956, + "裤裤": 28957, + "裨": 28958, + "裰": 28959, + "裱": 28960, + "裳": 28961, + "裴": 28962, + "裴娟": 28963, + "裸": 28964, + "裹": 28965, + "裼": 28966, + "製": 28967, + "裾": 28968, + "褂": 28969, + "褋": 28970, + "褐": 28971, + "褒": 28972, + "褓": 28973, + "褔": 28974, + "褚": 28975, + "褛": 28976, + "褡": 28977, + "褥": 28978, + "褪": 28979, + "褫": 28980, + "褰": 28981, + "褴": 28982, + "褶": 28983, + "襁": 28984, + "襄": 28985, + "襜": 28986, + "襞": 28987, + "襟": 28988, + "襦": 28989, + "西": 28990, + "西兰花": 28991, + "西天": 28992, + "西望望": 28993, + "西游记": 28994, + "西湖": 28995, + "西瓜": 28996, + "西红柿": 28997, + "西药": 28998, + "西蓝花": 28999, + "西虹市首富": 29000, + "西装": 29001, + "西西里的美丽传说": 29002, + "要": 29003, + "要上": 29004, + "要上映了吗": 29005, + "要不": 29006, + "要不然": 29007, + "要不要": 29008, + "要不要来": 29009, + "要么": 29010, + "要命": 29011, + "要好": 29012, + "要强": 29013, + "要得": 29014, + "要播出了": 29015, + "要播出了吗": 29016, + "要是": 29017, + "要来了": 29018, + "要求": 29019, + "要紧": 29020, + "要要": 29021, + "覃": 29022, + "覆": 29023, + "見": 29024, + "規": 29025, + "視": 29026, + "親": 29027, + "覺": 29028, + "见": 29029, + "见识": 29030, + "见面": 29031, + "观": 29032, + "观众": 29033, + "观众大赞": 29034, + "观察": 29035, + "观看": 29036, + "观赏": 29037, + "观雀楼": 29038, + "规": 29039, + "规则": 29040, + "规定": 29041, + "规律": 29042, + "规矩": 29043, + "规范职业院校办学行为专项行动计划": 29044, + "觅": 29045, + "视": 29046, + "视剧": 29047, + "视力": 29048, + "视而不见": 29049, + "视角": 29050, + "视野": 29051, + "视频": 29052, + "览": 29053, + "觉": 29054, + "觉得": 29055, + "觉着": 29056, + "觉觉": 29057, + "觊": 29058, + "觌": 29059, + "觍": 29060, + "觎": 29061, + "觐": 29062, + "觑": 29063, + "角": 29064, + "角度": 29065, + "角度考虑吧": 29066, + "角色": 29067, + "角落": 29068, + "角角": 29069, + "觚": 29070, + "觞": 29071, + "解": 29072, + "解决": 29073, + "解开": 29074, + "解放": 29075, + "解释": 29076, + "觥": 29077, + "触": 29078, + "触手": 29079, + "触电": 29080, + "觯": 29081, + "觽": 29082, + "觿": 29083, + "言": 29084, + "訇": 29085, + "計": 29086, + "討": 29087, + "訓": 29088, + "記": 29089, + "訚": 29090, + "訞": 29091, + "訢": 29092, + "訣": 29093, + "許": 29094, + "訴": 29095, + "註": 29096, + "訾": 29097, + "詈": 29098, + "詝": 29099, + "試": 29100, + "試試": 29101, + "詨": 29102, + "詭": 29103, + "話": 29104, + "該": 29105, + "詹": 29106, + "詹姆斯": 29107, + "誉": 29108, + "誊": 29109, + "誌": 29110, + "認": 29111, + "誎": 29112, + "誓": 29113, + "誘": 29114, + "語": 29115, + "說": 29116, + "誰": 29117, + "課": 29118, + "調": 29119, + "談": 29120, + "請": 29121, + "諌": 29122, + "諒": 29123, + "論": 29124, + "諳": 29125, + "諾": 29126, + "謇": 29127, + "謊": 29128, + "謎": 29129, + "講": 29130, + "講完": 29131, + "謝": 29132, + "譓": 29133, + "識": 29134, + "譞": 29135, + "警": 29136, + "警察": 29137, + "警察局": 29138, + "警车": 29139, + "警长": 29140, + "譬": 29141, + "譬如": 29142, + "護": 29143, + "讀": 29144, + "變": 29145, + "讓": 29146, + "讙": 29147, + "计": 29148, + "计程车": 29149, + "计算": 29150, + "计较": 29151, + "订": 29152, + "订正": 29153, + "讣": 29154, + "认": 29155, + "认不得": 29156, + "认不认识": 29157, + "认为": 29158, + "认得": 29159, + "认得不认得": 29160, + "认真": 29161, + "认认": 29162, + "认识": 29163, + "认识不认识": 29164, + "认识她的": 29165, + "讥": 29166, + "讦": 29167, + "讧": 29168, + "讨": 29169, + "讨厌": 29170, + "讨厌鬼": 29171, + "讨论": 29172, + "让": 29173, + "让不让": 29174, + "让开": 29175, + "讪": 29176, + "讫": 29177, + "讬": 29178, + "训": 29179, + "训练": 29180, + "议": 29181, + "讯": 29182, + "记": 29183, + "记不得": 29184, + "记不记得": 29185, + "记住": 29186, + "记号": 29187, + "记录": 29188, + "记得": 29189, + "记得不记得": 29190, + "记性": 29191, + "讱": 29192, + "讲": 29193, + "讲一讲": 29194, + "讲讲": 29195, + "讲讲看": 29196, + "讲话": 29197, + "讲述": 29198, + "讳": 29199, + "讴": 29200, + "讵": 29201, + "讶": 29202, + "讷": 29203, + "许": 29204, + "许多": 29205, + "许许多多": 29206, + "许靖杰": 29207, + "许魏紫珊": 29208, + "讹": 29209, + "论": 29210, + "讼": 29211, + "讽": 29212, + "设": 29213, + "设施": 29214, + "设置": 29215, + "设计": 29216, + "设计师": 29217, + "访": 29218, + "访问": 29219, + "诀": 29220, + "证": 29221, + "证明": 29222, + "诂": 29223, + "诃": 29224, + "评": 29225, + "评分": 29226, + "评分很高": 29227, + "评语": 29228, + "诅": 29229, + "识": 29230, + "识字": 29231, + "诈": 29232, + "诉": 29233, + "诊": 29234, + "诋": 29235, + "诌": 29236, + "词": 29237, + "词语": 29238, + "诎": 29239, + "诏": 29240, + "译": 29241, + "诒": 29242, + "诓": 29243, + "诔": 29244, + "试": 29245, + "试一试": 29246, + "试探": 29247, + "试试": 29248, + "试试看": 29249, + "诗": 29250, + "诗中国": 29251, + "诗人": 29252, + "诗意": 29253, + "诗歌": 29254, + "诗篇": 29255, + "诘": 29256, + "诙": 29257, + "诚": 29258, + "诚实的": 29259, + "诛": 29260, + "诛仙": 29261, + "诜": 29262, + "话": 29263, + "话筒": 29264, + "话题": 29265, + "诞": 29266, + "诟": 29267, + "诠": 29268, + "诡": 29269, + "诡美人": 29270, + "询": 29271, + "诣": 29272, + "诤": 29273, + "该": 29274, + "该不会": 29275, + "详": 29276, + "详细": 29277, + "诧": 29278, + "诨": 29279, + "诩": 29280, + "诫": 29281, + "诬": 29282, + "语": 29283, + "语言": 29284, + "诮": 29285, + "误": 29286, + "误杀": 29287, + "误杀瞒天记": 29288, + "诰": 29289, + "诱": 29290, + "诲": 29291, + "诳": 29292, + "说": 29293, + "说一说": 29294, + "说不定": 29295, + "说好不哭": 29296, + "说实话": 29297, + "说很好看": 29298, + "说明": 29299, + "说明书": 29300, + "说是": 29301, + "说来": 29302, + "说的也是": 29303, + "说话": 29304, + "说说": 29305, + "说说看": 29306, + "说说话": 29307, + "说谎": 29308, + "诵": 29309, + "诶": 29310, + "诶你最近": 29311, + "诶你知道": 29312, + "诶你知道最近": 29313, + "诶哟": 29314, 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31956, + "麈": 31957, + "麋": 31958, + "麋鹿": 31959, + "麒": 31960, + "麓": 31961, + "麗": 31962, + "麝": 31963, + "麝香猫": 31964, + "麟": 31965, + "麦": 31966, + "麦克": 31967, + "麦克风": 31968, + "麦当劳": 31969, + "麦当劳叔叔": 31970, + "麦粒": 31971, + "麦芽糖": 31972, + "麦苗": 31973, + "麦路人": 31974, + "麴": 31975, + "麵": 31976, + "麸": 31977, + "麻": 31978, + "麻子": 31979, + "麻将": 31980, + "麻帛": 31981, + "麻油": 31982, + "麻烦": 31983, + "麻醉针": 31984, + "麻雀": 31985, + "麼": 31986, + "麽": 31987, + "麾": 31988, + "黃": 31989, + "黄": 31990, + "黄子庭": 31991, + "黄山": 31992, + "黄晶晶的": 31993, + "黄河": 31994, + "黄牛": 31995, + "黄瓜": 31996, + "黄的": 31997, + "黄色": 31998, + "黄花鱼": 31999, + "黄芽菜": 32000, + "黄酒": 32001, + "黄金": 32002, + "黄鱼": 32003, + "黄鹤楼": 32004, + "黄黄": 32005, + "黄鼠狼": 32006, + "黉": 32007, + "黍": 32008, + "黎": 32009, + "黏": 32010, + "黏一黏": 32011, + "黏土": 32012, + "黏黏": 32013, + "黑": 32014, + "黑乎乎": 32015, + "黑天鹅": 32016, + "黑客帝国": 32017, + "黑提": 32018, + "黑暗": 32019, + "黑暗命运": 32020, + "黑木耳": 32021, + "黑板": 32022, + "黑漆漆": 32023, + "黑熊": 32024, + "黑猩猩": 32025, + "黑猫警长": 32026, + "黑白": 32027, + "黑的": 32028, + "黑突突的": 32029, + "黑色": 32030, + "黑豹": 32031, + "黑黑": 32032, + "黒": 32033, + "黔": 32034, + "默": 32035, + "默默": 32036, + "黛": 32037, + "黜": 32038, + "黝": 32039, + "點": 32040, + "黟": 32041, + "黠": 32042, + "黢": 32043, + "黥": 32044, + "黧": 32045, + "黩": 32046, + "黯": 32047, + "黻": 32048, + "黼": 32049, + "黾": 32050, + "鼋": 32051, + "鼍": 32052, + "鼎": 32053, + "鼐": 32054, + "鼓": 32055, + "鼓励": 32056, + "鼓掌": 32057, + "鼓鼓": 32058, + "鼗": 32059, + "鼙": 32060, + "鼠": 32061, + "鼢": 32062, + "鼬": 32063, + "鼯": 32064, + "鼴": 32065, + "鼷": 32066, + "鼹": 32067, + "鼹鼠": 32068, + "鼻": 32069, + "鼻塞": 32070, + "鼻头": 32071, + "鼻子": 32072, + "鼻孔": 32073, + "鼻涕": 32074, + "鼻血": 32075, + "鼾": 32076, + "齁": 32077, + "齐": 32078, + "齐亚": 32079, + "齐全": 32080, + "齐天大圣": 32081, + "齐齐卡": 32082, + "齑": 32083, + "齒": 32084, + "齜": 32085, + "齡": 32086, + "齮": 32087, + "齾": 32088, + "齿": 32089, + "龀": 32090, + "龁": 32091, + "龃": 32092, + "龄": 32093, + "龅": 32094, + "龆": 32095, + "龇": 32096, + "龈": 32097, + "龉": 32098, + "龊": 32099, + "龋": 32100, + "龌": 32101, + "龍": 32102, + "龐": 32103, + "龙": 32104, + "龙头": 32105, + "龙猫": 32106, + "龙珠": 32107, + "龙船": 32108, + "龙龙": 32109, + "龚": 32110, + "龛": 32111, + "龟": 32112, + "龠": 32113, + "龢": 32114, + "鿏": 32115, + "": 32116, + "": 32117, + "": 32118, + "": 32119, + "": 32120, + "": 32121, + "": 32122, + "": 32123, + "": 32124, + "": 32125, + "": 32126, + "": 32127, + "": 32128, + "": 32129, + "": 32130, + "": 32131, + "": 32132, + "": 32133, + "": 32134, + "": 32135, + "": 32136, + "": 32137, + "": 32138, + "": 32139, + "": 32140, + "": 32141, + "": 32142, + "": 32143, + "": 32144, + "": 32145, + "": 32146, + "": 32147, + "": 32148, + "": 32149, + "": 32150, + "": 32151, + "": 32152, + "": 32153, + "": 32154, + "": 32155, + "": 32156, + "": 32157, + "": 32158, + "": 32159, + "": 32160, + "": 32161, + "": 32162, + "": 32163, + "": 32164, + "": 32165, + "": 32166, + "": 32167, + "": 32168, + "": 32169, + "": 32170, + "": 32171, + "": 32172, + "": 32173, + "": 32174, + "": 32175, + "": 32176, + "": 32177, + "": 32178, + "": 32179, + "": 32180, + "": 32181, + "": 32182, + "": 32183, + "": 32184, + "": 32185, + "": 32186, + "": 32187, + "": 32188, + "️": 32189, + "︰": 32190, + "﹐": 32191, + "﹑": 32192, + "﹒": 32193, + "﹔": 32194, + "﹖": 32195, + "﹗": 32196, + "﹝": 32197, + "﹞": 32198, + "﹣": 32199, + "﹦": 32200, + "﹪": 32201, + "💡": 32202, + "𤞤": 32203, + "𦰏": 32204, + "𪣻": 32205, + "𪩘": 32206, + "𪭢": 32207, + "𫐓": 32208, + "𫔎": 32209, + "𫗦": 32210, + "𫘝": 32211, + "𫘨": 32212, + "𫛩": 32213, + "𬀩": 32214, + "𬀪": 32215, + "𬩽": 32216, + "𬯎": 32217, + "𬴂": 32218 + }, + "unk_token": "" + } +} \ No newline at end of file diff --git a/tokenizer.py b/tokenizer.py new file mode 100644 index 0000000..000cd67 --- /dev/null +++ b/tokenizer.py @@ -0,0 +1,602 @@ +# tokenizer.py +# Enhanced Paradigm-based segmenter with configurable features: +# - Word boundary tokens +# - Null suffixes as tokens +# - Paradigm-specific suffixes and roots + +from collections import OrderedDict +from pathlib import Path +from typing import List, Tuple, Optional +import os, json, re +from huggingface_hub import hf_hub_download +from transformers import PreTrainedTokenizerFast + +try: + from .boundary_discovery import anchor_sequences +except ImportError: + from boundary_discovery import anchor_sequences + +def _deserialize_suffixes_from_json(sfx_list): + out = set() + for item in sfx_list: + if isinstance(item, list): + # JSON nested: [base, nested_list] + base, nested = item + out.add((base, frozenset(nested))) + else: + out.add(item) # plain string like "", "ing", "s" + return out + +def _load_paradigms_any(path): + import json + with open(path, "r", encoding="utf-8") as f: + payload = json.load(f) + + # Case A: new schema with top-level dict {"paradigms": [...]} + if isinstance(payload, dict) and "paradigms" in payload: + paradigms = [] + for p in payload["paradigms"]: + stems = set(p["stems"]) + suffixes = _deserialize_suffixes_from_json(p["suffixes"]) + paradigms.append((stems, suffixes)) + meta = payload.get("meta", {}) + return paradigms, meta + + # Case B: older "list of pairs" JSON [[stems, suffixes], ...] + if isinstance(payload, list) and payload and isinstance(payload[0], list): + paradigms = [] + for stems, suffixes in payload: + stems = set(stems) + # suffixes may be ["", ["er", ["", "s"]], "ing"] or already strings + norm = _deserialize_suffixes_from_json(suffixes) + paradigms.append((stems, norm)) + return paradigms, {} + + # Case C: already python-native structure (rare if not using JSON) + if isinstance(payload, list) and payload and isinstance(payload[0], (list, tuple)) and len(payload[0]) == 2: + return payload, {} + + raise ValueError("Unrecognized paradigms.json format") + +# ---------------------------- +# Enhanced Paradigm-based segmenter +# ---------------------------- +class EnhancedParadigmFinderSegmenter: + def __init__(self, paradigms, config): + self.paradigms = paradigms + self.config = config + self.lowercase = config.get("lowercase", True) + self.space_punct = config.get("space_punct", True) + self.use_word_boundaries = config.get("use_word_boundaries", False) + self.null_suffixes_as_tokens = config.get("null_suffixes_as_tokens", False) + self.paradigm_specific_suffixes = config.get("paradigm_specific_suffixes", False) + self.paradigm_specific_roots = config.get("paradigm_specific_roots", False) + self.word_boundary_token = config.get("word_boundary_token", "▁") + self.null_suffix_token = config.get("null_suffix_token", "ε") + self.paradigm_token_format = config.get("paradigm_token_format", "{token}_p{paradigm_idx}") + self.fallback_mode = config.get("fallback_mode", "none") + self.boundaries_discovery = config.get("boundaries_discovery", False) + self.boundary_discovery_mode = config.get("boundary_discovery_mode", "space_free_only") + self.boundary_space_marker = config.get("boundary_space_marker", "_") + self.boundary_min_sequence_length = config.get("boundary_min_sequence_length", 2) + self.segment_cache_size = max(0, int(config.get("segment_cache_size", 200000))) + self._segment_cache = OrderedDict() if self.segment_cache_size > 0 else None + self.space_free_lexicon_meta = config.get("space_free_lexicon", {}) + self.language_zero_morphemes = set(config.get("language_zero_morphemes", {}).values()) + self._space_free_candidates_by_initial = self._build_space_free_candidates( + self.space_free_lexicon_meta + ) + self._candidates_by_initial = {} + for p_idx, (stems, suffixes) in enumerate(self.paradigms): + for stem in stems: + if not stem: + continue + initial = stem[0] + if initial not in self._candidates_by_initial: + self._candidates_by_initial[initial] = {} + self._candidates_by_initial[initial].setdefault(p_idx, []).append((stem, suffixes)) + for initial, paradigms_by_rank in self._candidates_by_initial.items(): + ordered = [] + for p_idx in sorted(paradigms_by_rank): + stems_for_rank = sorted( + paradigms_by_rank[p_idx], + key=lambda item: (-len(item[0]), item[0]), + ) + ordered.append((p_idx, stems_for_rank)) + self._candidates_by_initial[initial] = ordered + if self.fallback_mode not in {"none", "suffix"}: + raise ValueError(f"Unsupported fallback_mode: {self.fallback_mode}") + if self.boundary_discovery_mode not in {"space_free_only", "all"}: + raise ValueError(f"Unsupported boundary_discovery_mode: {self.boundary_discovery_mode}") + + @staticmethod + def _is_han_char(ch: str) -> bool: + return ( + "\u3400" <= ch <= "\u4dbf" + or "\u4e00" <= ch <= "\u9fff" + or "\uf900" <= ch <= "\ufaff" + ) + + def _contains_han(self, text: str) -> bool: + return any(self._is_han_char(ch) for ch in text) + + def _is_zero_suffix_marker(self, suffix) -> bool: + return isinstance(suffix, str) and suffix in self.language_zero_morphemes + + def _build_space_free_candidates(self, lexicon_meta): + candidates_by_initial = {} + if not isinstance(lexicon_meta, dict): + return candidates_by_initial + + languages = lexicon_meta.get("languages", {}) + for lang_meta in languages.values(): + for token in lang_meta.get("tokens", []): + if not token or any(ch.isspace() for ch in token): + continue + initial = token[0] + candidates_by_initial.setdefault(initial, set()).add(token) + + for initial, tokens in list(candidates_by_initial.items()): + candidates_by_initial[initial] = sorted(tokens, key=lambda tok: (-len(tok), tok)) + return candidates_by_initial + + def _segment_cache_get(self, word: str, fallback: bool, top_k: int) -> Optional[List[str]]: + if self._segment_cache is None: + return None + key = (word, fallback, top_k) + cached = self._segment_cache.get(key) + if cached is None: + return None + self._segment_cache.move_to_end(key) + return list(cached) + + def _segment_cache_put(self, word: str, fallback: bool, top_k: int, pieces: List[str]) -> List[str]: + if self._segment_cache is None: + return pieces + key = (word, fallback, top_k) + self._segment_cache[key] = tuple(pieces) + self._segment_cache.move_to_end(key) + if len(self._segment_cache) > self.segment_cache_size: + self._segment_cache.popitem(last=False) + return pieces + + def _format_token(self, token: str, paradigm_idx: Optional[int], apply_label: bool) -> str: + if not apply_label or paradigm_idx is None or not token: + return token + return self.paradigm_token_format.format(token=token, paradigm_idx=paradigm_idx) + + def _match_suffixes(self, suffixes, remainder: str, paradigm_idx: int) -> List[List[str]]: + matches = [] + + for suffix in sorted( + suffixes, + key=lambda s: ( + 0 if isinstance(s, str) else 1, + -(0 if self._is_zero_suffix_marker(s) else (len(s) if isinstance(s, str) else len(s[0]))), + "" if self._is_zero_suffix_marker(s) else (s if isinstance(s, str) else s[0]), + ), + ): + if isinstance(suffix, (tuple, list)): + base, nested = suffix + if remainder.startswith(base): + sub = remainder[len(base):] + for nested_match in self._match_suffixes(nested, sub, paradigm_idx): + piece = self._format_token( + base, + paradigm_idx, + apply_label=self.paradigm_specific_suffixes, + ) + if piece: + matches.append([piece] + nested_match) + else: + matches.append(nested_match) + elif self._is_zero_suffix_marker(suffix) and remainder == "": + if self.null_suffixes_as_tokens: + matches.append([ + self._format_token( + self.null_suffix_token, + paradigm_idx, + apply_label=self.paradigm_specific_suffixes, + ) + ]) + else: + matches.append([]) + elif remainder == suffix: + if suffix: + matches.append([ + self._format_token( + suffix, + paradigm_idx, + apply_label=self.paradigm_specific_suffixes, + ) + ]) + elif self.null_suffixes_as_tokens: + matches.append([ + self._format_token( + self.null_suffix_token, + paradigm_idx, + apply_label=self.paradigm_specific_suffixes, + ) + ]) + else: + matches.append([]) + + matches.sort(key=lambda parts: (-len(parts), tuple(parts))) + return matches + + def _best_full_match(self, word: str) -> Optional[List[str]]: + initial_candidates = self._candidates_by_initial.get(word[0], []) if word else [] + + for p_idx, stems_for_rank in initial_candidates: + best_match = None + best_score = None + + for stem, suffixes in stems_for_rank: + if not word.startswith(stem): + continue + + remainder = word[len(stem):] + suffix_matches = self._match_suffixes(suffixes, remainder, p_idx) + if not suffix_matches: + continue + + root = self._format_token( + stem, + p_idx, + apply_label=self.paradigm_specific_roots, + ) + for suffix_parts in suffix_matches: + score = (len(stem), len(suffix_parts)) + if best_score is None or score > best_score: + best_score = score + best_match = [root] + suffix_parts + + if best_match is not None: + return best_match + + return None + + def _preprocess(self, text: str) -> str: + s = text + if self.lowercase: + s = s.lower() + if self.space_punct: + s = re.sub(r"([^\w\s'])", r" \1 ", s) + s = re.sub(r"\s+", " ", s).strip() + return s + + def _prepare_units(self, raw_text: str) -> List[str]: + if self._space_free_candidates_by_initial and self._contains_han(raw_text): + return self._preprocess(raw_text).split() + if not self.boundaries_discovery: + return self._preprocess(raw_text).split() + if self.boundary_discovery_mode == "space_free_only" and any(ch.isspace() for ch in raw_text.strip()): + return self._preprocess(raw_text).split() + return anchor_sequences( + raw_text.lower() if self.lowercase else raw_text, + space_marker=self.boundary_space_marker, + min_sequence_length=self.boundary_min_sequence_length, + ) + + def _segment_space_free_word(self, word: str) -> List[str]: + pieces = [] + idx = 0 + + while idx < len(word): + initial = word[idx] + best = None + + for candidate in self._space_free_candidates_by_initial.get(initial, []): + if word.startswith(candidate, idx): + best = candidate + break + + if best is None: + best = initial + + pieces.append(best) + idx += len(best) + + return pieces + + def _segment_word(self, word: str, fallback=True, top_k=20) -> List[str]: + """Enhanced segmentation with deterministic paradigm selection.""" + cached = self._segment_cache_get(word, fallback, top_k) + if cached is not None: + return cached + + if self._space_free_candidates_by_initial and self._contains_han(word): + return self._segment_cache_put(word, fallback, top_k, self._segment_space_free_word(word)) + + full_match = self._best_full_match(word) + if full_match is not None: + return self._segment_cache_put(word, fallback, top_k, full_match) + + if fallback and self.fallback_mode == "suffix": + candidates = self.paradigms[:top_k] + longest = "" + + def collect_flat(sfx): + for s in sfx: + if isinstance(s, (tuple, list)): + yield s[0] + yield from collect_flat(s[1]) + else: + yield s + for _, suffixes in candidates: + for suffix in collect_flat(suffixes): + if word.endswith(suffix) and len(suffix) > len(longest): + longest = suffix + if longest: + stem = word[:-len(longest)] + return self._segment_cache_put(word, fallback, top_k, [stem, longest]) + + return self._segment_cache_put(word, fallback, top_k, [word]) + + def segment_to_tokens(self, raw_text: str, fallback=True, top_k=20) -> List[str]: + words = self._prepare_units(raw_text) + segmented = [] + + for word_idx, word in enumerate(words): + if self.use_word_boundaries and word_idx > 0: + segmented.append(self.word_boundary_token) + segmented.extend(self._segment_word(word, fallback=fallback, top_k=top_k)) + + return segmented + + def segment_with_alignment(self, raw_text: str) -> Tuple[str, List[Optional[int]]]: + """ + Return the labeled segmentation string used by both training and inference. + The alignment list is kept as a placeholder because the wrapper currently + delegates offsets to the fast tokenizer directly. + """ + segmented_tokens = self.segment_to_tokens(raw_text, fallback=True) + segmented_text = " ".join(segmented_tokens) + return segmented_text, [None] * len(segmented_text) + +# ---------------------------- +# Offset remapping helper +# ---------------------------- +def remap_offsets_to_raw(offsets: List[Tuple[int,int]], pre2raw: List[Optional[int]]) -> List[Tuple[int,int]]: + mapped = [] + L = len(pre2raw) + for s,e in offsets: + s = max(0, min(s, L)); e = max(0, min(e, L)) + rs = re_ = None + t = s + while t < e and rs is None: + if pre2raw[t] is not None: rs = pre2raw[t] + t += 1 + t = e - 1 + while t >= s and re_ is None: + if pre2raw[t] is not None: re_ = pre2raw[t] + 1 + t -= 1 + mapped.append((rs if rs is not None else 0, re_ if re_ is not None else 0)) + return mapped + +# ---------------------------- +# Public wrapper +# ---------------------------- +class EnhancedParadigmTokenizerWrapper(PreTrainedTokenizerFast): + slow_tokenizer_class = None + + @staticmethod + def _resolve_assets_dir(name_or_path, tok_file) -> Optional[str]: + candidates = [] + if tok_file: + candidates.append(Path(tok_file).parent) + + if name_or_path and os.path.isdir(name_or_path): + candidates.append(Path(name_or_path).resolve()) + + module_dir = Path(__file__).resolve().parent + commit_hash = module_dir.name + repo_id = name_or_path if isinstance(name_or_path, str) else None + if repo_id and "/" in repo_id: + repo_cache_name = f"models--{repo_id.replace('/', '--')}" + for parent in module_dir.parents: + candidates.append(parent / "hub" / repo_cache_name / "snapshots" / commit_hash) + + for parent in module_dir.parents: + hub_root = parent / "hub" + if not hub_root.is_dir(): + continue + candidates.extend(hub_root.glob(f"models--*--*/snapshots/{commit_hash}")) + + seen = set() + for candidate in candidates: + candidate = Path(candidate) + key = str(candidate) + if key in seen: + continue + seen.add(key) + if (candidate / "tokenizer.json").is_file() and (candidate / "paradigms.json").is_file(): + return str(candidate) + return None + + @staticmethod + def _download_required_assets(name_or_path, revision, cache_dir=None, local_files_only=False) -> Optional[str]: + if not isinstance(name_or_path, str) or "/" not in name_or_path: + return None + + required_files = [ + "tokenizer.json", + "paradigms.json", + "preprocess_config.json", + "tokenizer_config.json", + ] + downloaded = [] + for filename in required_files: + try: + downloaded.append( + hf_hub_download( + repo_id=name_or_path, + filename=filename, + revision=revision, + cache_dir=cache_dir, + local_files_only=local_files_only, + ) + ) + except Exception: + if filename in {"paradigms.json", "tokenizer.json"}: + return None + + snapshot_candidates = [] + for path in downloaded: + candidate = Path(path).parent + snapshot_candidates.append(candidate) + for parent in Path(path).parents: + snapshot_candidates.append(parent / "snapshots" / str(revision)) + + seen = set() + for candidate in snapshot_candidates: + candidate = Path(candidate) + key = str(candidate) + if key in seen: + continue + seen.add(key) + if (candidate / "tokenizer.json").is_file() and (candidate / "paradigms.json").is_file(): + return str(candidate) + return None + + def __init__(self, *args, **kwargs): + # Ensure fast tokenizer is loaded directly (no slow->fast conversion) + name_or_path = kwargs.get("name_or_path", None) + if name_or_path is None and len(args) > 0 and isinstance(args[0], str): + name_or_path = args[0] + cache_dir = kwargs.get("cache_dir") + local_files_only = bool(kwargs.get("local_files_only", False)) + + if "tokenizer_file" not in kwargs and "tokenizer_object" not in kwargs and name_or_path is not None: + tf = os.path.join(name_or_path, "tokenizer.json") + if os.path.isfile(tf): + kwargs["tokenizer_file"] = tf + else: + commit_hash = Path(__file__).resolve().parent.name + downloaded_assets_dir = self._download_required_assets( + name_or_path=name_or_path, + revision=commit_hash, + cache_dir=cache_dir, + local_files_only=local_files_only, + ) + if downloaded_assets_dir is None and local_files_only: + downloaded_assets_dir = self._download_required_assets( + name_or_path=name_or_path, + revision=commit_hash, + cache_dir=cache_dir, + local_files_only=False, + ) + if downloaded_assets_dir is not None: + kwargs["tokenizer_file"] = str(Path(downloaded_assets_dir) / "tokenizer.json") + + super().__init__(*args, **kwargs) + + tok_file = kwargs.get("tokenizer_file", getattr(self, "tokenizer_file", None)) + hf_dir = self._resolve_assets_dir(name_or_path, tok_file) + if hf_dir is None: + commit_hash = Path(__file__).resolve().parent.name + hf_dir = self._download_required_assets( + name_or_path=name_or_path, + revision=commit_hash, + cache_dir=cache_dir, + local_files_only=local_files_only, + ) + if hf_dir is None and local_files_only: + hf_dir = self._download_required_assets( + name_or_path=name_or_path, + revision=commit_hash, + cache_dir=cache_dir, + local_files_only=False, + ) + if hf_dir is None: + raise FileNotFoundError( + "Could not resolve local tokenizer assets directory from tokenizer_file " + f"or name_or_path={name_or_path!r}" + ) + + # Load paradigms + ppath = os.path.join(hf_dir, "paradigms.json") + if not os.path.exists(ppath): + raise FileNotFoundError(f"Missing paradigms.json in {hf_dir}") + self.paradigms, self.paradigms_meta = _load_paradigms_any(ppath) + + # Load configuration + self.config = {} + cpath = os.path.join(hf_dir, "tokenizer_config.json") + if os.path.exists(cpath): + with open(cpath, "r", encoding="utf-8") as f: + try: + self.config.update(json.load(f)) + except json.JSONDecodeError: + pass + + # Load preprocessing flags + pre_cfg = {"lowercase": True, "space_punct": True} + pre_cpath = os.path.join(hf_dir, "preprocess_config.json") + if os.path.exists(pre_cpath): + with open(pre_cpath, "r", encoding="utf-8") as f: + pre_cfg.update(json.load(f)) + + # Merge configs + full_config = {**pre_cfg, **self.config} + if self.paradigms_meta.get("space_free_lexicon"): + full_config["space_free_lexicon"] = self.paradigms_meta["space_free_lexicon"] + if self.paradigms_meta.get("language_zero_morphemes"): + full_config["language_zero_morphemes"] = self.paradigms_meta["language_zero_morphemes"] + + self.segmenter = EnhancedParadigmFinderSegmenter( + paradigms=self.paradigms, + config=full_config, + ) + + def _segment_input(self, value): + if isinstance(value, str): + seg, _ = self.segmenter.segment_with_alignment(value) + return seg + if isinstance(value, (list, tuple)): + segs = [] + for item in value: + if not isinstance(item, str): + raise TypeError("batched inputs must contain only strings") + seg, _ = self.segmenter.segment_with_alignment(item) + segs.append(seg) + return segs + raise TypeError("text inputs must be str or List[str]/Tuple[str]") + + # ---- main entry point ---- + def __call__(self, text, text_pair=None, **kwargs): + seg_text = self._segment_input(text) + if text_pair is None: + return super().__call__(seg_text, **kwargs) + + seg_text_pair = self._segment_input(text_pair) + return super().__call__(seg_text, text_pair=seg_text_pair, **kwargs) + + def tokenize(self, text, **kwargs): + # Intercept manual .tokenize() calls to ensure segmentation happens first + if isinstance(text, str): + return super().tokenize(self._segment_input(text), **kwargs) + elif isinstance(text, list): + # Tokenize each string separately, then flatten (matches HF behavior) + out = [] + for t in text: + out.extend(super().tokenize(self._segment_input(t), **kwargs)) + return out + else: + raise TypeError("tokenize() expects str or List[str]") + + def encode(self, text, text_pair=None, **kwargs): + seg_text = self._segment_input(text) + if text_pair is None: + return super().encode(seg_text, **kwargs) + return super().encode(seg_text, text_pair=self._segment_input(text_pair), **kwargs) + + def encode_plus(self, text, text_pair=None, **kwargs): + seg_text = self._segment_input(text) + if text_pair is None: + return super().encode_plus(seg_text, **kwargs) + return super().encode_plus( + seg_text, + text_pair=self._segment_input(text_pair), + **kwargs, + ) diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..0fb5b95 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,67 @@ +{ + "added_tokens_decoder": { + "0": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "1": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "2": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "3": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "auto_map": { + "AutoTokenizer": [ + "tokenizer.EnhancedParadigmTokenizerWrapper", + null + ] + }, + "bos_token": "", + "boundaries_discovery": true, + "boundary_discovery_mode": "space_free_only", + "boundary_min_sequence_length": 2, + "boundary_shorter_first": true, + "boundary_space_marker": "_", + "clean_up_tokenization_spaces": false, + "eos_token": "", + "extra_special_tokens": {}, + "fallback_mode": "none", + "model_max_length": 1000000000000000019884624838656, + "null_suffix_token": "ε", + "null_suffixes_as_tokens": false, + "pad_token": "", + "paradigm_specific_roots": false, + "paradigm_specific_suffixes": false, + "paradigm_token_format": "{token}_p{paradigm_idx}", + "segment_cache_size": 200000, + "space_free_bootstrap_languages": [ + "zho" + ], + "tokenizer_class": "EnhancedParadigmTokenizerWrapper", + "unk_token": "", + "use_word_boundaries": false, + "word_boundary_token": "▁" +}