diff --git a/README.md b/README.md
index 1168d06..e3e1a98 100644
--- a/README.md
+++ b/README.md
@@ -217,4 +217,11 @@ mailto:hpai@bsc.es
 
 If you use this repository in a published work, please cite the following papers as source:
 
-Gururajan, A.K., Lopez-Cuena, E., Bayarri-Planas, J., Tormos, A., Hinjos, D., Bernabeu-Perez, P., Arias-Duart, A., Martin-Torres, P.A., Urcelay-Ganzabal, L., Gonzalez-Mallo, M. and Alvarez-Napagao, S., 2024. Aloe: A Family of Fine-tuned Open Healthcare LLMs. arXiv preprint arXiv:2405.01886.
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+@misc{gururajan2024aloe,
+      title={Aloe: A Family of Fine-tuned Open Healthcare LLMs}, 
+      author={Ashwin Kumar Gururajan and Enrique Lopez-Cuena and Jordi Bayarri-Planas and Adrian Tormos and Daniel Hinjos and Pablo Bernabeu-Perez and Anna Arias-Duart and Pablo Agustin Martin-Torres and Lucia Urcelay-Ganzabal and Marta Gonzalez-Mallo and Sergio Alvarez-Napagao and Eduard Ayguadé-Parra and Ulises Cortés Dario Garcia-Gasulla},
+      year={2024},
+      eprint={2405.01886},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
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