diff --git a/examples/Summarizing_long_documents.ipynb b/examples/Summarizing_long_documents.ipynb
index 21d79d46..01f7a55f 100644
--- a/examples/Summarizing_long_documents.ipynb
+++ b/examples/Summarizing_long_documents.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Summarization with Controllable Detail"
+    "# Summarizing Long Documents"
    ]
   },
   {
@@ -419,7 +419,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The original document is nearly 15k tokens long. Notice how large the gap is between the length of 'summary_with_detail_0' and summary_with_detail_1'. It's nearly 25 times longer!"
+    "The original document is nearly 15k tokens long. Notice how large the gap is between the length of `summary_with_detail_0` and `summary_with_detail_1`. It's nearly 25 times longer!"
    ]
   },
   {