diff --git a/notebooks/official/explainable_ai/xai_text_classification_feature_attributions.ipynb b/notebooks/official/explainable_ai/xai_text_classification_feature_attributions.ipynb
index dbc2d7b65..249dfe9b1 100644
--- a/notebooks/official/explainable_ai/xai_text_classification_feature_attributions.ipynb
+++ b/notebooks/official/explainable_ai/xai_text_classification_feature_attributions.ipynb
@@ -79,7 +79,7 @@
       "source": [
         "### Objective\n",
         "\n",
-        "In this tutorial, you learn how to configure feature-based explanations using **sampled Shapley method** on a TensorFlow text classification model for online predictions with explanations.\n",
+        "In this tutorial, you learn how to configure feature-based explanations using the sampled Shapley method on a TensorFlow text classification model for online predictions with explanations.\n",
         "\n",
         "This tutorial uses the following Google Cloud ML services and resources:\n",
         "\n",