Update README.md

README.md

@@ -250,10 +250,11 @@ Please refer to the "Ethical Considerations" and "Data Integrity, Safety, and Fa
 If you use these models or the EMoNet-FACE benchmark in your research, please cite the original paper:
 
 ```bibtex
-@inproceedings{schuhmann2025emonetface,
-  title={{EMONET-FACE: An Expert-Annotated Benchmark for Synthetic Emotion Recognition}},
-  author={Schuhmann, Christoph and Kaczmarczyk, Robert and Rabby, Gollam and Kraus, Maurice and Friedrich, Felix and Nguyen, Huu and Kalyan, Krishna and Nadi, Kourosh and Kersting, Kristian and Auer, Sören},
-  booktitle={Arxiv Preprint},
-  year={2025} % Or actual year of publication
-  % TODO: Add URL/DOI when available
-}
+@misc{schuhmann2025emonetfaceexpertannotatedbenchmarksynthetic,
+      title={EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition}, 
+      author={Christoph Schuhmann and Robert Kaczmarczyk and Gollam Rabby and Felix Friedrich and Maurice Kraus and Krishna Kalyan and Kourosh Nadi and Huu Nguyen and Kristian Kersting and Sören Auer},
+      year={2025},
+      eprint={2505.20033},
+      url={https://arxiv.org/abs/2505.20033}, 
+}
+```