diff --git a/introduction_to_amazon_algorithms/jumpstart-foundation-models/text-generation-few-shot-learning.ipynb b/introduction_to_amazon_algorithms/jumpstart-foundation-models/text-generation-few-shot-learning.ipynb
index f8396e050c..384478ab08 100644
--- a/introduction_to_amazon_algorithms/jumpstart-foundation-models/text-generation-few-shot-learning.ipynb
+++ b/introduction_to_amazon_algorithms/jumpstart-foundation-models/text-generation-few-shot-learning.ipynb
@@ -49,7 +49,7 @@
     "* **Chatbot and conversational AI**\n",
     "* **Tweet generation**\n",
     "* **Machine translation**\n",
-    "* **Pharapharsing**\n",
+    "* **Parapharsing**\n",
     "* **Intent classification**\n",
     "\n",
     "**For domain adaption finetuning of text generation models such as GPT-J 6B, please check the notebook `domain-adaption-finetuning-gpt-j-6b.ipynb` in the same directory.**\n",