diff --git a/README.md b/README.md
index bfe784f9..ed279a4c 100644
--- a/README.md
+++ b/README.md
@@ -817,6 +817,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
 * [SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text.
 * [spaCy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython.
 * [TextBlob](https://github.com/sloria/TextBlob) - Providing a consistent API for diving into common NLP tasks.
+* [PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - A toolkit enabling rapid deep learning NLP prototyping for research.
 
 ## Network Virtualization