diff --git a/beginner_source/README.txt b/beginner_source/README.txt
index 1cc37db7dca..5017c80b86b 100644
--- a/beginner_source/README.txt
+++ b/beginner_source/README.txt
@@ -23,4 +23,4 @@ Beginner Tutorials
 
 6. transformer_translation.py
 	Language Translation with Transformers
-	https://pytorch.org/tutorials/beginner/transformer_tutorial.html
+	https://pytorch.org/tutorials/beginner/translation_transformer.html