Update README.md

README.md

@@ -107,11 +107,14 @@ Weights and code follow the licenses of the base model and this repository. Chec
 If you use these adapters, please cite EvoLMM:
 
 ```bibtex
-@article{thawakar2025evolmm,
-  title={EvoLMM: Self-Evolving Large Multimodal Models with Continuous Rewards},
-  author={Thawakar, Omkar and Venkatraman, Shravan and Thawkar, Ritesh and Shaker, Abdelrahman M and Cholakkal, Hisham and Anwer, Rao Muhammad and Khan, Salman and Khan, Fahad Shahbaz},
-  journal={arXiv},
-  year={2025}
+@misc{thawakar2025evolmmselfevolvinglargemultimodal,
+      title={EvoLMM: Self-Evolving Large Multimodal Models with Continuous Rewards}, 
+      author={Omkar Thawakar and Shravan Venkatraman and Ritesh Thawkar and Abdelrahman Shaker and Hisham Cholakkal and Rao Muhammad Anwer and Salman Khan and Fahad Khan},
+      year={2025},
+      eprint={2511.16672},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2511.16672}, 
 }
 ```