Update README.md

README.md

@@ -112,6 +112,20 @@ print(scores.tolist())
 * The usage of **VisRAG-Ret** model weights must strictly follow [MiniCPM Model License.md](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md).
 * The models and weights of **VisRAG-Ret** are completely free for academic research. After filling out a ["questionnaire"](https://modelbest.feishu.cn/share/base/form/shrcnpV5ZT9EJ6xYjh3Kx0J6v8g) for registration, **VisRAG-Ret** weights are also available for free commercial use.
 
+## Citation
+
+```
+@misc{yu2024visragvisionbasedretrievalaugmentedgeneration,
+      title={VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents}, 
+      author={Shi Yu and Chaoyue Tang and Bokai Xu and Junbo Cui and Junhao Ran and Yukun Yan and Zhenghao Liu and Shuo Wang and Xu Han and Zhiyuan Liu and Maosong Sun},
+      year={2024},
+      eprint={2410.10594},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      url={https://arxiv.org/abs/2410.10594}, 
+}
+```
+
 ## Contact
 
 - Shi Yu: [email protected]