diff --git a/python/cuml/feature_extraction/_tfidf_vectorizer.py b/python/cuml/feature_extraction/_tfidf_vectorizer.py
index e2cc4158b6..fbeeba7fc2 100644
--- a/python/cuml/feature_extraction/_tfidf_vectorizer.py
+++ b/python/cuml/feature_extraction/_tfidf_vectorizer.py
@@ -1,4 +1,4 @@
-# Copyright (c) 2020, NVIDIA CORPORATION.
+# Copyright (c) 2020-2021, NVIDIA CORPORATION.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -256,3 +256,13 @@ def transform(self, raw_documents):
         """
         X = super().transform(raw_documents)
         return self._tfidf.transform(X, copy=False)
+
+    def get_feature_names(self):
+        """
+        Array mapping from feature integer indices to feature name.
+        Returns
+        -------
+        feature_names : Series
+            A list of feature names.
+        """
+        return super().get_feature_names()
diff --git a/python/cuml/test/test_text_feature_extraction.py b/python/cuml/test/test_text_feature_extraction.py
index 1ff751d316..bf09e320be 100644
--- a/python/cuml/test/test_text_feature_extraction.py
+++ b/python/cuml/test/test_text_feature_extraction.py
@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2019-2020, NVIDIA CORPORATION.
+# Copyright (c) 2019-2021, NVIDIA CORPORATION.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -374,6 +374,20 @@ def test_tfidf_vectorizer(norm, use_idf, smooth_idf, sublinear_tf):
     cp.testing.assert_array_almost_equal(tfidf_mat.todense(), ref.toarray())
 
 
+def test_tfidf_vectorizer_get_feature_names():
+    corpus = [
+        'This is the first document.',
+        'This document is the second document.',
+        'And this is the third one.',
+        'Is this the first document?',
+    ]
+    vectorizer = TfidfVectorizer()
+    vectorizer.fit_transform(Series(corpus))
+    output = ['and', 'document', 'first', 'is',
+              'one', 'second', 'the', 'third', 'this']
+    assert vectorizer.get_feature_names().to_arrow().to_pylist() == output
+
+
 # ----------------------------------------------------------------
 # HashingVectorizer tests
 # ----------------------------------------------------------------