Update README.md

README.md

@@ -217,13 +217,11 @@ print(dataset["train"][0])
 
 ## Citation
 ```latex
-@misc{bazoge2025mediqalfrenchmedicalquestion,
-      title={MediQAl: A French Medical Question Answering Dataset for Knowledge and Reasoning Evaluation}, 
-      author={Adrien Bazoge},
-      year={2025},
-      eprint={2507.20917},
-      archivePrefix={arXiv},
-      primaryClass={cs.CL},
-      url={https://arxiv.org/abs/2507.20917}, 
+@article{bazoge2026mediqal,
+  title={MediQAl: A French Medical Question Answering Dataset for Knowledge and Reasoning Evaluation},
+  author={Bazoge, Adrien},
+  journal={Scientific Data},
+  year={2026},
+  publisher={Nature Publishing Group UK London}
 }
 ```