modify

README.md

@@ -19,10 +19,11 @@ task_ids:
 
 <p align="center">
   <a href="https://github.com/QDRhhhh/SciVer">🌐 Github</a> •
-  <a href="">📖 Paper</a> •
+  <a href="https://arxiv.org/abs/2506.15569">📖 Paper</a> •
   <a href="https://huggingface.co/datasets/chengyewang/SciVer">🤗 Data</a>
 </p>
 
+
 ## 📰 News
 - [May 15, 2025] SciVer has been accepted by ACL 2025 Main!
 
@@ -136,4 +137,21 @@ We welcome contributions for:
 
 - 🧬 Domain extension (e.g., biology, medicine)
 - 🔧 Additional model adapters
-- 📈 New evaluation metrics and visualization tools
+- 📈 New evaluation metrics and visualization tools
+
+## ✍️ Citation
+
+If you use our work and are inspired by our work, please consider cite us:
+
+```
+@misc{wang2025sciver,
+      title={SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification}, 
+      author={Chengye Wang and Yifei Shen and Zexi Kuang and Arman Cohan and Yilun Zhao},
+      year={2025},
+      eprint={2506.15569},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2506.15569}, 
+}
+```
+