diff --git a/docs/README.md b/docs/README.md
index 87d68c2f8649..99ccf69dbaee 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -52,13 +52,6 @@ Note: If you are on a system with both Ruby 1.9 and Ruby 2.0 you may need to rep
 
 To generate SQL and Python API docs, you'll need to install these libraries:
 
-<!--
-TODO(SPARK-32407): Sphinx 3.1+ does not correctly index nested classes.
-See also https://github.com/sphinx-doc/sphinx/issues/7551.
-
-TODO(SPARK-35375): Jinja2 3.0.0+ causes error when building with Sphinx.
-See also https://issues.apache.org/jira/browse/SPARK-35375.
--->
 Run the following command from $SPARK_HOME:
 ```sh
 $ pip install --upgrade -r dev/requirements.txt