add paper

README.md

@@ -6,7 +6,7 @@
 <p>
 
 <p align="center">
-        🤗 <a href="https://huggingface.co/collections/Qwen/qwen2-vl-66cee7455501d7126940800d">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/organization/qwen">ModelScope</a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qwenlm.github.io/blog/qwen2-vl/">Blog</a> &nbsp&nbsp| &nbsp&nbsp 📑 Paper (is coming)</a> &nbsp&nbsp  </a>
+        🤗 <a href="https://huggingface.co/collections/Qwen/qwen2-vl-66cee7455501d7126940800d">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href="https://modelscope.cn/organization/qwen">ModelScope</a>&nbsp&nbsp | &nbsp&nbsp 📑 <a href="https://qwenlm.github.io/blog/qwen2-vl/">Blog</a> &nbsp&nbsp| &nbsp&nbsp 📑 <a href="https://arxiv.org/pdf/2409.12191">Paper</a> &nbsp&nbsp  </a>
 <br>
 🖥️ <a href="https://huggingface.co/spaces/Qwen/Qwen2-VL">Demo</a>&nbsp&nbsp | &nbsp&nbsp💬 <a href="https://github.com/QwenLM/Qwen/blob/main/assets/wechat.png">WeChat (微信)</a>&nbsp&nbsp | &nbsp&nbsp🫨 <a href="https://discord.gg/CV4E9rpNSD">Discord</a>&nbsp&nbsp | &nbsp&nbsp<a href="https://help.aliyun.com/zh/model-studio/developer-reference/qwen-vl-api"> 📑 API</a>&nbsp&nbsp
 </p>
@@ -44,7 +44,7 @@ We have open-sourced Qwen2-VL models, including Qwen2-VL-2B and Qwen2-VL-7B unde
 
 
 ## News
-* 2024.09.19: The instruction-tuned [Qwen2-VL-72B model](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct) and its quantized version [[AWQ](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-AWQ), [GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4), [GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8)] are now available.
+* 2024.09.19: The instruction-tuned [Qwen2-VL-72B model](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct) and its quantized version [[AWQ](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-AWQ), [GPTQ-Int4](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int4), [GPTQ-Int8](https://huggingface.co/Qwen/Qwen2-VL-72B-Instruct-GPTQ-Int8)] are now available. We have also released the [Qwen2-VL paper](https://arxiv.org/pdf/2409.12191) simultaneously.
 * 2024.08.30: We have released the [Qwen2-VL series]("https://huggingface.co/collections/Qwen/qwen2-vl-66cee7455501d7126940800d). The 2B and 7B models are now available, and the 72B model for opensource is coming soon. For more details, please check our [blog](https://qwenlm.github.io/blog/qwen2-vl/)!
 
 
@@ -1612,9 +1612,11 @@ If you find our paper and code useful in your research, please consider giving a
 
 ```BibTeX
 @article{Qwen2-VL,
-  title={Qwen2-VL},
-  author={Qwen team},
-  year={2024}
+      title={Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution}, 
+      author={Peng Wang and Shuai Bai and Sinan Tan and Shijie Wang and Zhihao Fan and Jinze Bai and Keqin Chen and Xuejing Liu and Jialin Wang and Wenbin Ge and Yang Fan and Kai Dang and Mengfei Du and Xuancheng Ren and Rui Men and Dayiheng Liu and Chang Zhou and Jingren Zhou and Junyang Lin},
+      year={2024},
+      eprint={2409.12191},
+      url={https://arxiv.org/abs/2409.12191}, 
 }
 
 @article{Qwen-VL,