Update README.md

README.md

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 # HoVLE
 
-[\[📜 HoVLE Paper\]]() [\[🚀 Quick Start\]](#quick-start)
+[\[📜 HoVLE Paper\]](https://arxiv.org/pdf/2412.16158) [\[🚀 Quick Start\]](#quick-start)
 
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@@ -29,7 +29,7 @@ We introduce **HoVLE**, a novel monolithic vision-language model (VLM) that proc
 
 HoVLE significantly surpasses previous monolithic VLMs and demonstrates competitive performance with compositional VLMs. This work narrows the gap between monolithic and compositional VLMs, providing a promising direction for the development of monolithic VLMs.
 
-This repository releases the HoVLE-HD model with 2.6B parameters. It is built upon [internlm2-chat-1_8b](https://huggingface.co/internlm/internlm2-chat-1_8b). By adopting high-definition images, HoVLE-HD demonstrates superior performance, especially on visual-question answering benchmarks. Please refer to [HoVLE](https://huggingface.co/OpenGVLab/HoVLE) for the standard version. For more details, please refer to our [paper]().
+This repository releases the HoVLE-HD model with 2.6B parameters. It is built upon [internlm2-chat-1_8b](https://huggingface.co/internlm/internlm2-chat-1_8b). By adopting high-definition images, HoVLE-HD demonstrates superior performance, especially on visual-question answering benchmarks. Please refer to [HoVLE](https://huggingface.co/OpenGVLab/HoVLE) for the standard version. For more details, please refer to our [paper](https://arxiv.org/pdf/2412.16158).
 
 
 ## Model Details