diff --git a/ablkit/utils/logger.py b/ablkit/utils/logger.py
index b8d841a..0256cda 100644
--- a/ablkit/utils/logger.py
+++ b/ablkit/utils/logger.py
@@ -1,6 +1,6 @@
 # Copyright (c) OpenMMLab. All rights reserved.
 # Modified from
-# https://github.com/open-mmlab/mmengine/blob/main/mmengine/logging/logger.py # noqa
+# https://github.com/open-mmlab/mmengine/blob/main/mmengine/logging/logger.py
 
 import logging
 import os
diff --git a/docs/Overview/Abductive-Learning.rst b/docs/Overview/Abductive-Learning.rst
index 9eb6ffe..dfbc193 100644
--- a/docs/Overview/Abductive-Learning.rst
+++ b/docs/Overview/Abductive-Learning.rst
@@ -57,8 +57,7 @@ is dual-driven by both data and domain knowledge, integrating and
 balancing the use of machine learning and logical reasoning in a unified
 model.
 
-For more information about ABL, please refer to: `Zhou, 2019 <http://scis.scichina.com/en/2019/076101.pdf>`_ 
-and `Zhou and Huang, 2022 <https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf>`_.
+For more information about ABL, please refer to `References <../References.html>`_.
 
 .. _abd: