diff --git a/docs/conf.py b/docs/conf.py
index 7993d8cf254..882527b4d56 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -29,7 +29,6 @@ def noop_decorator(*args, **kwargs):
 for mod_name in (
     "cudf",
     "cupy",
-    "pyarrow.gandiva",
     "pyhdk",
     "pyhdk.hdk",
     "xgboost",
diff --git a/docs/development/architecture.rst b/docs/development/architecture.rst
index ea3679a4d47..cdb311d928b 100644
--- a/docs/development/architecture.rst
+++ b/docs/development/architecture.rst
@@ -345,7 +345,6 @@ details. The documentation covers most modules, with more docs being added every
    └───stress_tests
 
 .. _pandas Dataframe: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html
-.. _Arrow tables: https://arrow.apache.org/docs/python/generated/pyarrow.Table.html
 .. _Ray: https://github.com/ray-project/ray
 .. _Unidist: https://github.com/modin-project/unidist
 .. _MPI: https://www.mpi-forum.org/
diff --git a/scripts/doc_checker.py b/scripts/doc_checker.py
index 0979274d973..70db787b0b3 100644
--- a/scripts/doc_checker.py
+++ b/scripts/doc_checker.py
@@ -514,7 +514,6 @@ def monkeypatch(*args, **kwargs):
     pandas.util.cache_readonly = property
 
     # We are mocking packages we don't need for docs checking in order to avoid import errors
-    sys.modules["pyarrow.gandiva"] = Mock()
     sys.modules["sqlalchemy"] = Mock()
 
     modin.utils.instancer = functools.wraps(modin.utils.instancer)(lambda cls: cls)