Update README.md

README.md

@@ -34,4 +34,18 @@ The model usage is documented [here](https://github.com/Multiverse4FM/Multiverse
 
 # Acknowledge
 
-Thanks to the amazing s1 team for their s1.1 dataset as base data, and the Qwen team for their Qwen-2.5-32B-Instruct as base model.
+Thanks to the amazing s1 team for their s1.1 dataset as base data, and the Qwen team for their Qwen-2.5-32B-Instruct as base model.
+
+# Citation Information
+
+```bibtex
+@misc{yang2025multiverselanguagemodelssecretly,
+      title={Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation}, 
+      author={Xinyu Yang and Yuwei An and Hongyi Liu and Tianqi Chen and Beidi Chen},
+      year={2025},
+      eprint={2506.09991},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2506.09991}, 
+}
+```