Update README.md

README.md

@@ -36,4 +36,15 @@ dataset = load_dataset("KbsdJames/Omni-MATH")
 For further examination of the model, please refer to our github repository: https://github.com/KbsdJames/Omni-MATH
 
 ## Citation
-If you do find our code helpful or use our benchmark dataset, please citing our paper (Coming Soon).
+If you find our code and dataset helpful, welcome to cite our paper.
+```
+@misc{gao2024omnimathuniversalolympiadlevel,
+      title={Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models}, 
+      author={Bofei Gao and Feifan Song and Zhe Yang and Zefan Cai and Yibo Miao and Qingxiu Dong and Lei Li and Chenghao Ma and Liang Chen and Runxin Xu and Zhengyang Tang and Benyou Wang and Daoguang Zan and Shanghaoran Quan and Ge Zhang and Lei Sha and Yichang Zhang and Xuancheng Ren and Tianyu Liu and Baobao Chang},
+      year={2024},
+      eprint={2410.07985},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2410.07985}, 
+}
+```