diff --git a/README.md b/README.md
index 90d83ce..1bd9c18 100644
--- a/README.md
+++ b/README.md
@@ -124,13 +124,13 @@ if you use our work, please consider citing us:
 @article{Shaker2023SwiftFormer,
   title={SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications},
   author={Shaker, Abdelrahman and Maaz, Muhammad and Rasheed, Hanoona and Khan, Salman and Yang, Ming-Hsuan and Khan, Fahad Shahbaz},
-  journal={arXiv:2303.15446},
+  booktitle={Proceedings of the IEEE international conference on computer vision},
   year={2023}
 }
 ```
 
 ## Contact:
-If you have any question, please create an issue on this repository or contact at abdelrahman.youssief@mbzuai.ac.ae.
+If you have any questions, please create an issue on this repository or contact at abdelrahman.youssief@mbzuai.ac.ae.
 
 
 ## Acknowledgement