diff --git a/beginner_source/nlp/sequence_models_tutorial.py b/beginner_source/nlp/sequence_models_tutorial.py
index 4db0361954d..40e4b79afd7 100644
--- a/beginner_source/nlp/sequence_models_tutorial.py
+++ b/beginner_source/nlp/sequence_models_tutorial.py
@@ -21,7 +21,7 @@
 part-of-speech tags, and a myriad of other things.
 
 
-LSTM's in Pytorch
+LSTMs in Pytorch
 ~~~~~~~~~~~~~~~~~
 
 Before getting to the example, note a few things. Pytorch's LSTM expects