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diff --git a/README.md b/README.md
@@ -21,12 +21,14 @@
 
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-[中文MacBERT](https://github.com/ymcui/MacBERT) | [中文ELECTRA](https://github.com/ymcui/Chinese-ELECTRA) | [中文XLNet](https://github.com/ymcui/Chinese-XLNet) | [知识蒸馏工具TextBrewer](https://github.com/airaria/TextBrewer) | [模型裁剪工具TextPruner](https://github.com/airaria/TextPruner)
+[中文LERT](https://github.com/ymcui/LERT) | [中英文PERT](https://github.com/ymcui/PERT) | [中文MacBERT](https://github.com/ymcui/MacBERT) | [中文ELECTRA](https://github.com/ymcui/Chinese-ELECTRA) | [中文XLNet](https://github.com/ymcui/Chinese-XLNet) | [中文BERT](https://github.com/ymcui/Chinese-BERT-wwm) | [知识蒸馏工具TextBrewer](https://github.com/airaria/TextBrewer) | [模型裁剪工具TextPruner](https://github.com/airaria/TextPruner)
 
 查看更多哈工大讯飞联合实验室（HFL）发布的资源：https://github.com/ymcui/HFL-Anthology
 
 ## 新闻
-**2022/3/30 我们开源了一种新预训练模型PERT。查看：https://github.com/ymcui/PERT**
+**2022/10/29 我们提出了一种融合语言学信息的预训练模型LERT。查看：https://github.com/ymcui/LERT**
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+2022/3/30 我们开源了一种新预训练模型PERT。查看：https://github.com/ymcui/PERT
 
 2021/12/17 哈工大讯飞联合实验室推出模型裁剪工具包TextPruner。查看：https://github.com/airaria/TextPruner
 

diff --git a/README_EN.md b/README_EN.md
@@ -11,12 +11,14 @@ This repository is developed based on：https://github.com/google-research/bert
 
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-[Chinese MacBERT](https://github.com/ymcui/MacBERT) | [Chinese ELECTRA](https://github.com/ymcui/Chinese-ELECTRA) | [Chinese XLNet](https://github.com/ymcui/Chinese-XLNet) | [Chinese BERT](https://github.com/ymcui/Chinese-BERT-wwm) | [TextBrewer](https://github.com/airaria/TextBrewer) | [TextPruner](https://github.com/airaria/TextPruner)
+[Chinese LERT](https://github.com/ymcui/LERT) | [Chinese/English PERT](https://github.com/ymcui/PERT) [Chinese MacBERT](https://github.com/ymcui/MacBERT) | [Chinese ELECTRA](https://github.com/ymcui/Chinese-ELECTRA) | [Chinese XLNet](https://github.com/ymcui/Chinese-XLNet) | [Chinese BERT](https://github.com/ymcui/Chinese-BERT-wwm) | [TextBrewer](https://github.com/airaria/TextBrewer) | [TextPruner](https://github.com/airaria/TextPruner)
 
 More resources by HFL: https://github.com/ymcui/HFL-Anthology
 
 ## News
-**2022/3/30 We release a new pre-trained model called PERT, check https://github.com/ymcui/PERT **
+<b>2022/10/29 We release a new pre-trained model called LERT, check https://github.com/ymcui/LERT/</b>
+
+2022/3/30 We release a new pre-trained model called PERT, check https://github.com/ymcui/PERT 
 
 2021/12/17 We release a model pruning toolkit - TextPruner, check https://github.com/airaria/TextPruner