Update README.md

README.md

@@ -67,14 +67,12 @@ NSCLv1
 If you find our model helpful, please cite the following [paper]():
 
 ```
-@misc{liu2025dlerdoinglengthpenalty,
-      title={DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning}, 
-      author={Shih-Yang Liu and Xin Dong and Ximing Lu and Shizhe Diao and Mingjie Liu and Min-Hung Chen and Hongxu Yin and Yu-Chiang Frank Wang and Kwang-Ting Cheng and Yejin Choi and Jan Kautz and Pavlo Molchanov},
-      year={2025},
-      eprint={2510.15110},
-      archivePrefix={arXiv},
-      primaryClass={cs.LG},
-      url={https://arxiv.org/abs/2510.15110}, 
+@article{liu2025dler,
+  title={DLER: Doing Length pEnalty Right-Incentivizing More Intelligence per Token via Reinforcement Learning},
+  author={Liu, Shih-Yang and Dong, Xin and Lu, Ximing and Diao, Shizhe and Liu, Mingjie and Chen, Min-Hung and Yin, Hongxu and Wang, Yu-Chiang Frank and Cheng, Kwang-Ting and Choi, Yejin and others},
+  journal={arXiv preprint arXiv:2510.15110},
+  year={2025}
 }
+```