diff --git a/README.md b/README.md
index 7a54945..25f977f 100644
--- a/README.md
+++ b/README.md
@@ -85,7 +85,13 @@ LAION115M | <a href="https://storage.googleapis.com/sfr-vision-language-research
 ### Citation
 If you find this code to be useful for your research, please consider citing.
 <pre>
-@inproceedings{BLIP,
+@misc{li2022blip,
+      title={BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation}, 
+      author={Junnan Li and Dongxu Li and Caiming Xiong and Steven Hoi},
+      year={2022},
+      eprint={2201.12086},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
 }</pre>
 
 ### Acknowledgement