Update README.md

README.md

@@ -7,6 +7,7 @@ datasets:
 base_model:
 - AIDC-AI/Ovis2-2B
 pipeline_tag: any-to-any
+library_name: transformers
 ---
 
 # Ovis-U1
@@ -16,7 +17,8 @@ pipeline_tag: any-to-any
 </div>
 
 <p align="center">
-  <a href="https://github.com/AIDC-AI/Ovis-U1/blob/main/docs/Ovis_U1_Report.pdf"><img src="https://img.shields.io/badge/Paper-Tech_Report-b31b1b" alt="paper"></a>
+  <a href="https://arxiv.org/abs/2506.23044"><img src="https://img.shields.io/badge/arXiv_paper-2506.23044-b31b1b.svg" alt="arxiv"></a>
+  <!-- <a href="https://github.com/AIDC-AI/Ovis-U1/blob/main/docs/Ovis_U1_Report.pdf"><img src="https://img.shields.io/badge/Paper-Tech_Report-b31b1b" alt="paper"></a> -->
   <a href="https://github.com/AIDC-AI/Ovis-U1"><img src="https://img.shields.io/badge/GitHub-AIDC--AI/Ovis--U1-blue?style=flat&logo=github" alt="code"></a>
   <a href="https://huggingface.co/spaces/AIDC-AI/Ovis-U1-3B"><img src="https://img.shields.io/badge/🎨_HF_Spaces-AIDC--AI/Ovis--U1--3B-lightblack" alt="demo"></a>
   <a href="https://huggingface.co/AIDC-AI/Ovis-U1-3B"><img src="https://img.shields.io/badge/🤗_Model-AIDC--AI/Ovis--U1--3B-yellow" alt="model"></a>
@@ -157,10 +159,11 @@ python test_img_edit.py \
 If you find Ovis-U1 useful, please cite our paper:
 
 ```bibtex
-@inproceedings{wang2025ovisu1,
-title={Ovis-U1 Technical Report},
-author={Ovis Team},
-year={2025}
+@article{wang2025ovisu1,
+  title={Ovis-U1 Technical Report}, 
+  author={Wang, Guo-Hua and Zhao, Shanshan and Zhang, Xinjie and Cao, Liangfu and Zhan, Pengxin and Duan, Lunhao and Lu, Shiyin and Fu, Minghao and Zhao, Jianshan and Li, Yang and Chen, Qing-Guo},
+  journal={arXiv:2506.23044},
+  year={2025}
 }
 ```