Update README.md

README.md

@@ -318,12 +318,14 @@ The data distribution is also shaped by what is publicly available online. Educa
 If you use SignVerse-2M in academic work, please cite:
 
 ```bibtex
-@inproceedings{fang2026signverse2m,
-  title     = {{SignVerse-2M}: A Two-Million-Clip Pose-Native Universe of 25+ Sign Languages},
-  author    = {Fang, Sen and Zhong, Hongbin and Zhang, Yanxin and Metaxas, Dimitris N.},
-  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
-  year      = {2026},
-  note      = {Evaluations \& Datasets Track}
+@misc{fang2026signverse2mtwomillionclipposenativeuniverse,
+      title={SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 25+ Sign Languages}, 
+      author={Sen Fang and Hongbin Zhong and Yanxin Zhang and Dimitris N. Metaxas},
+      year={2026},
+      eprint={2605.01720},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2605.01720}, 
 }
 ```