diff --git a/README.md b/README.md
index c727e3f9..903a0b53 100644
--- a/README.md
+++ b/README.md
@@ -206,7 +206,7 @@ The following are Collab examples which showcase each NLU component and some app
 ### Sequence2Sequence
 - [Translate between 192+ languages with marian](https://github.com/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/sequence2sequence/translation_demo.ipynb)
 - [Try out the 18 Tasks like Summarization Question Answering and more on T5](https://github.com/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/sequence2sequence/T5_tasks_summarize_question_answering_and_more)
-
+- [T5 Open and Closed Book question answering tutorial](https://github.com/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/sequence2sequence/T5_question_answering.ipynb)
 
 
 ###  Classifiers