add paper and video demo to REAME.md

README.md

@@ -23,14 +23,22 @@ This is the model checkpoint of **MMDuet**, a VideoLLM you can interact with in
 
 
 ## Related Resources
+- **Paper:** [VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format](https://arxiv.org/abs/2411.17991)
 - **Github:** [MMDuet](https://github.com/yellow-binary-tree/MMDuet)
-- **Paper:** TODO
-- **Demo:** [Video Demo](https://www.youtube.com/watch?v=n1OybwhQvtk)
+- **Video Demo:** [On Youtube](https://www.youtube.com/watch?v=n1OybwhQvtk) and [On Bilibili](https://www.bilibili.com/video/BV1nwzGYBEPE)
 - **Data:** [MMDuetIT](https://huggingface.co/datasets/wangyueqian/MMDuetIT)
 
 
 ## Citation
 If you use this work in your research, please consider cite:
 ```bibtex
-
+@misc{wang2024mmduet,
+      title={VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format}, 
+      author={Yueqian Wang and Xiaojun Meng and Yuxuan Wang and Jianxin Liang and Jiansheng Wei and Huishuai Zhang and Dongyan Zhao},
+      year={2024},
+      eprint={2411.17991},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2411.17991}, 
+}
 ```