Update README.md

README.md

@@ -8,22 +8,24 @@ tags:
 - long-context
 - large-reasoning-model
 ---
-# QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning
 <p align="center" width="100%">
 </p>
 
 <div id="top" align="center">
 
+QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning
 -----------------------------
 [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
-[![arXiv](https://img.shields.io/badge/arXiv-xxxx.xxxxx-b31b1b.svg)](https://arxiv.org/abs/xxxx.xxxxx)
+[![arXiv](https://img.shields.io/badge/arXiv-2505.17667-b31b1b.svg)](https://arxiv.org/abs/2505.17667)
 [![GitHub](https://img.shields.io/badge/GitHub-QwenLongL1-4b32c3?logo=github)](https://github.com/Tongyi-Zhiwen/QwenLong-L1)
 [![ModelScope](https://img.shields.io/badge/🤖%20ModelScope-purple)](https://modelscope.cn/models/iic/QwenLong-L1-32B)
 [![HuggingFace](https://img.shields.io/badge/🤗%20HuggingFace-yellow)](https://huggingface.co/Tongyi-Zhiwen/QwenLong-L1-32B)
 
 <!-- **Authors:** -->
 
-_**Fanqi Wan, Weizhou Shen, Shengyi Liao, Yingcheng Shi, Chenliang Li, Ziyi Yang, Ji Zhang, Fei Huang, Jingren Zhou, Ming Yan**_
+_**Fanqi Wan, Weizhou Shen, Shengyi Liao, Yingcheng Shi, Chenliang Li,**_
+
+_**Ziyi Yang, Ji Zhang, Fei Huang, Jingren Zhou, Ming Yan**_
 
 
 <!-- **Affiliations:** -->
@@ -118,8 +120,8 @@ $DOC$
 $Q$
 
 Format your response as follows: "Therefore, the answer is (insert answer here)"."""
-context = "<YOUR CONTEXT HERE>" 
-question = "<YOUR QUESTION HERE>"
+context = "<YOUR_CONTEXT_HERE>" 
+question = "<YOUR_QUESTION_HERE>"
 prompt = template.replace('$DOC$', context.strip()).replace('$Q$', question.strip())
 messages = [
     {"role": "user", "content": prompt}
@@ -291,7 +293,7 @@ If you find this work is relevant with your research or applications, please fee
 @article{wan2025qwenlongl1,
   title={QwenLong-L1: : Towards Long-Context Large Reasoning Models with Reinforcement Learning},
   author={Fanqi Wan, Weizhou Shen, Shengyi Liao, Yingcheng Shi, Chenliang Li, Ziyi Yang, Ji Zhang, Fei Huang, Jingren Zhou, Ming Yan},
-  journal={arXiv preprint arXiv:xxxx.xxxxx},
+  journal={arXiv preprint arXiv:2505.17667},
   year={2025}
 }
 ```