Update README.md

README.md

@@ -102,4 +102,18 @@ YOUR_MODEL_PATH="<your_model_path>"
 CKPTS_SAVE_DIR="<ckpts_save_path>"
 YOUR_TRAIN_FILE="<train_data_path>"
 YOUR_TEST_FILE="<test_data_path>"
+```
+
+## 🤝 Citation
+If you find this work helpful, please cite our paper:
+```bibtex
+@misc{su2025klearreasoneradvancingreasoningcapability,
+      title={Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization}, 
+      author={Zhenpeng Su and Leiyu Pan and Xue Bai and Dening Liu and Guanting Dong and Jiaming Huang and Wenping Hu and Guorui Zhou},
+      year={2025},
+      eprint={2508.07629},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2508.07629}, 
+}
 ```