diff --git a/README.md b/README.md
index e698575..883c9a6 100644
--- a/README.md
+++ b/README.md
@@ -28,6 +28,12 @@ If you find our paper useful, please cite our paper:
       archivePrefix={arXiv},
       primaryClass={cs.CV}
 }
+@article{liu2023mmc,
+  title={MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning},
+  author={Liu, Fuxiao and Wang, Xiaoyang and Yao, Wenlin and Chen, Jianshu and Song, Kaiqiang and Cho, Sangwoo and Yacoob, Yaser and Yu, Dong},
+  journal={arXiv preprint arXiv:2311.10774},
+  year={2023}
+}
 ```
 
 ## Updates