Update README.md

README.md

@@ -18,7 +18,7 @@ base_model:
 
 # ARR-RPO
 
-[Project Page](#) | [Code](https://github.com/OpenEnvision/Vision-Auto-Rubric) | [Paper](#) | [Model Weights](https://huggingface.co/OpenEnvisionLab/ARR-RPO)
+[Project Page](https://openenvision.github.io/AutoRubric-as-Reward/) | [Code](https://github.com/OpenEnvision/AutoRubric-as-Reward) | [Paper](#) | [Model Weights](https://huggingface.co/OpenEnvisionLab/Auto-Rubric-as-Reward/)
 
 ## Model Description
 
@@ -216,11 +216,14 @@ The model card metadata declares `apache-2.0`. Users must also comply with the l
 If you use these adapters, please cite the ARR-RPO project:
 
 ```bibtex
-@misc{open2026auto,
-  title        = {Auto-Rubric as Reward: From Implicit Preference to Explicit Generative Criteria},
-  author       = {Anonymous},
-  year         = {2026},
-  note         = {arXiv coming soon}
+@misc{tian2026autorubricrewardimplicitpreferences,
+      title={Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria}, 
+      author={Juanxi Tian and Fengyuan Liu and Jiaming Han and Yilei Jiang and Yongliang Wu and Yesheng Liu and Haodong Li and Furong Xu and Wanhua Li},
+      year={2026},
+      eprint={2605.08354},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2605.08354}, 
 }
 ```