Update README.md

README.md

@@ -89,13 +89,13 @@ print(f"Overall Prompt Classification => {'UNSAFE' if overall_label == 1 else 'S
 ### Citation
 
 ```plaintext
-@misc{deng2024duoguard,
+@misc{deng2025duoguardtwoplayerrldrivenframework,
       title={DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails}, 
       author={Yihe Deng and Yu Yang and Junkai Zhang and Wei Wang and Bo Li},
-      year={2024},
-      eprint={2407.},
+      year={2025},
+      eprint={2502.05163},
       archivePrefix={arXiv},
       primaryClass={cs.CL},
-      url={https://arxiv.org/abs/2407.}, 
+      url={https://arxiv.org/abs/2502.05163}, 
 }
 ```