diff --git a/README.md b/README.md
index 26c9027..52bf4e0 100644
--- a/README.md
+++ b/README.md
@@ -134,7 +134,8 @@ If you use SAM 2 or the SA-V dataset in your research, please use the following
 @article{ravi2024sam2,
   title={SAM 2: Segment Anything in Images and Videos},
   author={Ravi, Nikhila and Gabeur, Valentin and Hu, Yuan-Ting and Hu, Ronghang and Ryali, Chaitanya and Ma, Tengyu and Khedr, Haitham and R{\"a}dle, Roman and Rolland, Chloe and Gustafson, Laura and Mintun, Eric and Pan, Junting and Alwala, Kalyan Vasudev and Carion, Nicolas and Wu, Chao-Yuan and Girshick, Ross and Doll{\'a}r, Piotr and Feichtenhofer, Christoph},
-  journal={arXiv preprint},
+  journal={arXiv preprint arXiv:2408.00714},
+  url={https://arxiv.org/abs/2408.00714},
   year={2024}
 }
 ```