diff --git a/README.md b/README.md
index f69f25b..da45778 100644
--- a/README.md
+++ b/README.md
@@ -38,4 +38,4 @@ Our best CITE model using these precomputed features can be on Flickr30K Entitie
 You can download the raw Flickr30K Entities data [here](http://web.engr.illinois.edu/~bplumme2/Flickr30kEntities/) and ReferIt [here](http://tamaraberg.com/referitgame/), but isn't necessary to use our precomputed features.
 
 
-Many thanks to [Kevin Shih](https://scholar.google.com/citations?user=4x3DhzAAAAAJ&hl=en) and [Liwei Wang](https://scholar.google.com/citations?user=qnbdnZEAAAAJ&hl=en) for providing to their implementation of the [Similarity Network](https://arxiv.org/abs/1704.03470) that was used as the basis for this implementation.
+Many thanks to [Kevin Shih](https://scholar.google.com/citations?user=4x3DhzAAAAAJ&hl=en) and [Liwei Wang](https://scholar.google.com/citations?user=qnbdnZEAAAAJ&hl=en) for providing to their implementation of the [Similarity Network](https://arxiv.org/abs/1704.03470) that was used as the basis for this repo.