Update README.md

README.md

@@ -89,12 +89,14 @@ This work is licensed under a [Creative Commons Attribution 4.0 International Li
 If you find our dataset useful for your research, please cite the following paper:
 
 ```bibtex
-@article{Rieff2025SMMILEAE,
-  title={SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning},
-  author={Max Rieff and Maithra Varma and Oliver Rabow and Sanjana Adithan and Joon Kim and Ken Chang and Haneol Lee and Naimish Rohatgi and Christian Bluethgen and Mustafa S. Muneer and Jean-Baptiste Delbrouck and Michael Moor},
-  journal={arXiv:2506.21355},
-  year={2025},
-  url={https://api.semanticscholar.org/CorpusID:270381659}
+@article{rieff2025smmile,
+      title={SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning},
+      author={Melanie Rieff and Maya Varma and Ossian Rabow and Subathra Adithan and Julie Kim and Ken Chang and Hannah Lee and Nidhi Rohatgi and Christian Bluethgen and Mohamed S. Muneer and Jean-Benoit Delbrouck and Michael Moor},
+      year={2025},
+      eprint={2506.21355},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2506.21355},
 }
 ```