diff --git a/examples/embedders/README.md b/examples/embedders/README.md
index be85ff88f..6fa3de50e 100644
--- a/examples/embedders/README.md
+++ b/examples/embedders/README.md
@@ -4,3 +4,4 @@ Examples illustrating the usage of every Joiner.
 
 - [CountEmbedder](count_embedder.ipynb)
 - [GTFS2VecEmbedder](gtfs2vec_embedder.ipynb)
+- [Highway2VecEmbedder](highway2vec_embedder.ipynb)