Update README.md

README.md

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 # video-SALMONN 2: Captioning-Enhanced Audio-Visual Large Language Models
 
-Official model release of [video-SALMONN 2: Captioning-Enhanced Audio-Visual Large Language Models](https://github.com/bytedance/video-SALMONN-2)
+Official model release of [video-SALMONN 2: Captioning-Enhanced Audio-Visual Large Language Models](https://github.com/bytedance/video-SALMONN-2)
+
+[Github Link](https://github.com/bytedance/video-SALMONN-2)
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+[Paper Link](https://arxiv.org/abs/2506.15220)
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+## Results
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+<img width="857" height="510" alt="image" src="https://github.com/user-attachments/assets/aca20b2e-1e68-4b44-a26b-03d5f070b213" />