Update README.md

README.md

@@ -41,7 +41,7 @@ library_name: transformers
   <a href="https://github.com/deepseek-ai/DeepSeek-OCR-2"><b>🌟 Github</b></a> |
   <a href="https://huggingface.co/deepseek-ai/DeepSeek-OCR-2"><b>📥 Model Download</b></a> |
   <a href="https://github.com/deepseek-ai/DeepSeek-OCR-2/blob/main/DeepSeek_OCR2_paper.pdf"><b>📄 Paper Link</b></a> |
-  <a href="https://github.com/deepseek-ai/DeepSeek-OCR-2/blob/main/DeepSeek_OCR2_paper.pdf"><b>📄 Arxiv Paper Link</b></a> |
+  <a href="https://arxiv.org/abs/2601.20552"><b>📄 Arxiv Paper Link</b></a> |
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