diff --git a/README.md b/README.md
index 5c3c72f..ee3d987 100755
--- a/README.md
+++ b/README.md
@@ -58,8 +58,8 @@ If you find this repository useful, please consider [citing](#citation) and STAR
  * "The Unsurprising Effectiveness of Pre-Trained Vision Models for Control", *ICML, Mar 2022*. [[Paper](https://arxiv.org/abs/2203.03580)] [[Pytorch Code](https://github.com/sparisi/pvr_habitat)] [[Website](https://sites.google.com/view/pvr-control)]
 
  * **CoW**: "CLIP on Wheels: Zero-Shot Object Navigation as Object Localization and Exploration", *arXiv, Mar 2022*. [[Paper](https://arxiv.org/abs/2203.10421)] 
-
-
+ 
+ * **VLN-BERT**: "Improving Vision-and-Language Navigation with Image-Text Pairs from the Web", *ECCV, Apr 2020* [[Paper](https://arxiv.org/abs/2004.14973)] [[Pytorch Code](https://github.com/arjunmajum/vln-bert)]
 
 ----
 ## Citation