Update README.md

README.md

@@ -3,7 +3,7 @@ license: apache-2.0
 base_model:
 - Qwen/Qwen2.5-VL-7B-Instruct
 ---
-[Paper]() | [Code](https://github.com/Cominclip/OmniVerifier)
+[Paper](https://arxiv.org/abs/2510.13804) | [Code](https://github.com/Cominclip/OmniVerifier)
 
 We introduce **Generative Universal Verifier**, a novel concept and plugin designed for next-generation multimodal reasoning in vision-language models and unified multimodal models, providing the fundamental capability of reflection and refinement on visual outcomes during the reasoning and generation process. 
 
@@ -18,7 +18,7 @@ OmniVerifier advances both reliable reflection during generation and scalable te
 @article{zhang2025generative,
   author  = {Zhang, Xinchen and Zhang, Xiaoying and Wu, Youbin and Cao, Yanbin and Zhang, Renrui and Chu, Ruihang and Yang, Ling and Yang, Yujiu},
   title   = {Generative Universal Verifier as Multimodal Meta-Reasoner},
-  journal = {arXiv preprint arXiv:2410.07171},
+  journal = {arXiv preprint arXiv:2510.13804},
   year    = {2025}
 }
 ```