diff --git a/docs/source/model_doc/transformerxl.rst b/docs/source/model_doc/transformerxl.rst
index fe9a6e5b46..6fcc7073d5 100644
--- a/docs/source/model_doc/transformerxl.rst
+++ b/docs/source/model_doc/transformerxl.rst
@@ -87,12 +87,14 @@ TransfoXLLMHeadModel
 .. autoclass:: transformers.TransfoXLLMHeadModel
     :members: forward
 
+
 TransfoXLForSequenceClassification
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 .. autoclass:: transformers.TransfoXLForSequenceClassification
     :members: forward
 
+
 TFTransfoXLModel
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -107,6 +109,13 @@ TFTransfoXLLMHeadModel
     :members: call
 
 
+TFTransfoXLForSequenceClassification
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. autoclass:: transformers.TFTransfoXLForSequenceClassification
+    :members: call
+
+
 Internal Layers
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
diff --git a/utils/check_repo.py b/utils/check_repo.py
index 0710e8101c..17f2a0d86b 100644
--- a/utils/check_repo.py
+++ b/utils/check_repo.py
@@ -24,7 +24,7 @@ from pathlib import Path
 # python utils/check_repo.py
 PATH_TO_TRANSFORMERS = "src/transformers"
 PATH_TO_TESTS = "tests"
-PATH_TO_DOC = "docs/source/model_doc"
+PATH_TO_DOC = "docs/source"
 
 # Update this list for models that are not tested with a comment explaining the reason it should not be.
 # Being in this list is an exception and should **not** be the rule.
@@ -323,6 +323,7 @@ def find_all_documented_objects():
 # One good reason for not being documented is to be deprecated. Put in this list deprecated objects.
 DEPRECATED_OBJECTS = [
     "AutoModelWithLMHead",
+    "BartPretrainedModel",
     "GlueDataset",
     "GlueDataTrainingArguments",
     "LineByLineTextDataset",
@@ -338,6 +339,7 @@ DEPRECATED_OBJECTS = [
     "SquadV1Processor",
     "SquadV2Processor",
     "TFAutoModelWithLMHead",
+    "TFBartPretrainedModel",
     "TextDataset",
     "TextDatasetForNextSentencePrediction",
     "glue_compute_metrics",
@@ -456,7 +458,7 @@ def check_repo_quality():
     check_all_decorator_order()
     check_all_models_are_tested()
     print("Checking all objects are properly documented.")
-    check_all_objects_are_documented
+    check_all_objects_are_documented()
     print("Checking all models are in at least one auto class.")
     check_all_models_are_auto_configured()