diff --git a/README.md b/README.md
index 18ea4fb..e3f0d35 100644
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+++ b/README.md
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 </div>
 
-**Trainable Dynamic Mask Sparse Attention**
-
-> Jingze Shi, Yifan Wu, Bingheng Wu, Yiran Peng, Liangdong Wang, Guang Liu, Yuyu Luo
-
-> Paper: https://huggingface.co/papers/2508.02124
 
 ![Flash-DMA Banner](assets/flash_dmattn_banner.png)
 
diff --git a/README_zh.md b/README_zh.md
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+++ b/README_zh.md
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 </div>
 
-**可训练的动态掩码稀疏注意力**
-
-> Jingze Shi, Yifan Wu, Bingheng Wu, Yiran Peng, Liangdong Wang, Guang Liu, Yuyu Luo
-
-> 论文: https://huggingface.co/papers/2508.02124
 
 ![Flash-DMA Banner](assets/flash_dmattn_banner.png)