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README.md

@@ -31,7 +31,7 @@ size_categories:
 
 [![Dataset](https://img.shields.io/badge/Dataset-yellow?logo=huggingface&logoColor=yellow&labelColor=white)](https://huggingface.co/datasets/caskcsg/LongBench-Pro)   
 [![Code](https://img.shields.io/badge/Code-181717?logo=github&logoColor=181717&labelColor=white)](https://github.com/caskcsg/longcontext/tree/main/LongBench-Pro)   
-[![Paper](https://img.shields.io/badge/Paper-red?logo=arxiv&logoColor=B31B1B&labelColor=white)]()   
+[![Paper](https://img.shields.io/badge/Paper-red?logo=arxiv&logoColor=B31B1B&labelColor=white)](https://arxiv.org/abs/2601.02872)   
 [![Leaderboard](https://img.shields.io/badge/🏆-Leaderboard-blue?labelColor=white)](https://huggingface.co/spaces/caskcsg/LongBench-Pro-Leaderboard)
 
 </div>
@@ -104,4 +104,14 @@ Please refer to our [Github Repo](https://github.com/caskcsg/longcontext/tree/ma
 
 ## 📖 Citation
 
-*Coming Soon...*
+```
+@misc{chen2026longbenchprorealisticcomprehensive,
+      title={LongBench Pro: A More Realistic and Comprehensive Bilingual Long-Context Evaluation Benchmark}, 
+      author={Ziyang Chen and Xing Wu and Junlong Jia and Chaochen Gao and Qi Fu and Debing Zhang and Songlin Hu},
+      year={2026},
+      eprint={2601.02872},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2601.02872}, 
+}
+```