Update README.md

README.md

@@ -4,4 +4,25 @@ base_model:
 - Qwen/Qwen2.5-Coder-7B-Instruct
 tags:
 - https://arxiv.org/abs/2604.05963
----
+---
+
+# QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization
+
+[![Paper](https://img.shields.io/badge/Paper-arXiv-red)](https://arxiv.org/pdf/2604.05963v1)
+[![HuggingFace](https://img.shields.io/badge/🤗-HuggingFace-yellow)](https://huggingface.co/collections/kcxain/qimeng-prepair)
+
+
+
+## Citation
+
+```bibtex
+@misc{keprepair,
+      title={QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization}, 
+      author={Changxin Ke and Rui Zhang and Jiaming Guo and Yuanbo Wen and Li Ding and Shuo Wang and Xuyuan Zhu and Xiong Peng and Di Huang and Zidong Du and Xing Hu and Qi Guo and Yunji Chen},
+      year={2026},
+      eprint={2604.05963},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE},
+      url={https://arxiv.org/abs/2604.05963}, 
+}
+```