diff --git a/README.md b/README.md
index 060bf16..cc787cf 100644
--- a/README.md
+++ b/README.md
@@ -29,7 +29,7 @@ DeepKE 是一个支持<b>低资源、长篇章</b>的知识抽取工具，可以
 在线演示 [demo](https://deepke.openkg.cn)
 
 ### 进行预测
-下面使用一个demo展示预测过程
+下面使用一个demo展示预测过程<br>
 <img src="pics/demo.gif" width="636" height="494" align=center>
 
 <br>
diff --git a/README_ENGLISH.md b/README_ENGLISH.md
index 482a211..4869dc2 100644
--- a/README_ENGLISH.md
+++ b/README_ENGLISH.md
@@ -13,7 +13,7 @@
     </a>
 </p>
 <p align="center">
-    <b><a href="https://github.com/zjunlp/DeepKE/blob/test_new_deepke/README.md">简体中文</a> | English</b>
+    <b><a href="https://github.com/zjunlp/DeepKE/blob/main/README.md">简体中文</a> | English</b>
 </p>
 
 <br>
@@ -129,7 +129,7 @@ Take the fully supervised attribute extraction for example.
 
 - Read the detailed process in specific README
 
-  - **[STANDARD](https://github.com/zjunlp/deepke/blob/test_new_deepke/example/re/standard)** 
+  - **[STANDARD (Fully Supervised)](https://github.com/zjunlp/deepke/blob/test_new_deepke/example/re/standard)** 
     - The standard module is implemented by common deep learning models, including CNN, RNN, Capsule, GCN, Transformer and the pretrained model.
     - Enter the `DeepKE/example/re/standard` folder. 
     - The dataset and parameters can be customized in the `data` folder and `conf` folder respectively.
@@ -165,7 +165,7 @@ Take the fully supervised attribute extraction for example.
   |        2014年10月1日许鞍华执导的电影《黄金时代》上映         | 上映时间 | 黄金时代 |     19     | 2014年10月1日 |     0      |
 
 - Read the detailed process in specific README
-  - **[STANDARD](https://github.com/zjunlp/deepke/blob/test_new_deepke/example/ae/standard)**
+  - **[STANDARD (Fully Supervised)](https://github.com/zjunlp/deepke/blob/test_new_deepke/example/ae/standard)**
     - The standard module is implemented by common deep learning models, including CNN, RNN, Capsule, GCN, Transformer and the pretrained model.
     - Enter the `DeepKE/example/ae/standard` folder. 
     - The dataset and parameters can be customized in the `data` folder and `conf` folder respectively.