diff --git a/docs/source/conf.py b/docs/source/conf.py
index 4167672..d9e4109 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -9,7 +9,7 @@
 project = 'EduStudio'
 copyright = '2023, HFUT-LEC'
 author = 'HFUT-LEC'
-release = 'v1.1.3'
+release = 'v1.1.4'
 
 import sphinx_rtd_theme
 import os
diff --git a/docs/source/features/dataset_folder_protocol.md b/docs/source/features/dataset_folder_protocol.md
index 65e7c68..fc35a90 100644
--- a/docs/source/features/dataset_folder_protocol.md
+++ b/docs/source/features/dataset_folder_protocol.md
@@ -149,7 +149,7 @@ run_edustudio(
     },
     datatpl_cfg_dict={
         'cls': 'CDInterExtendsQDataTPL',
-        'load_data_from": "rawdata", # specify the loading stage of the dataset
+        'load_data_from': "rawdata", # specify the loading stage of the dataset
         'raw2mid_op': 'R2M_FrcSub', 
         # the 'mid2cache_op_seq' option specify the atomic operation sequence
         'mid2cache_op_seq': ['M2C_Label2Int', 'M2C_FilterRecords4CD', 'M2C_ReMapId', 'M2C_RandomDataSplit4CD', 'M2C_GenQMat'],
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 0459dac..4a20133 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -1,10 +1,10 @@
 .. EduStudio documentation master file.
-.. title:: EduStudio v1.1.3
+.. title:: EduStudio v1.1.4
 .. image:: assets/logo.png
 
 =========================================================
 
-`HomePage <https://edustudio.ai/>`_ | `Docs <https://edustudio.ai/docs/>`_ | `GitHub <https://github.com/HFUT-LEC/EduStudio>`_ 
+`HomePage <https://edustudio.ai/>`_ | `Docs <https://edustudio.ai/docs/>`_ | `GitHub <https://github.com/HFUT-LEC/EduStudio>`_ | `Paper <https://journal.hep.com.cn/fcs/EN/10.1007/s11704-024-40372-3>`_ 
 
 Introduction
 -------------------------
diff --git a/edustudio/__init__.py b/edustudio/__init__.py
index f49fb3c..be0b01d 100644
--- a/edustudio/__init__.py
+++ b/edustudio/__init__.py
@@ -2,4 +2,4 @@
 from __future__ import print_function
 from __future__ import division
 
-__version__ = 'v1.1.3'
+__version__ = 'v1.1.4'
diff --git a/setup.py b/setup.py
index 48cb932..5671a0f 100644
--- a/setup.py
+++ b/setup.py
@@ -42,7 +42,7 @@
 
 setup(
     name="edustudio",
-    version="v1.1.3", 
+    version="v1.1.4", 
     description="a Unified and Templatized Framework for Student Assessment Models",
     long_description=long_description,
     python_requires='>=3.8',