Update README.md

README.md

@@ -134,20 +134,33 @@ print(output)
 
 ## 引用 Citation
 
-如果您在您的工作中使用了我们的模型，可以引用我们的[论文](https://arxiv.org/abs/2210.08590)：
+如果您在您的工作中使用了我们的模型，可以引用我们的[论文](https://arxiv.org/pdf/2311.09198.pdf)：
+```
+@article{ziya-reader,
+      title={Never Lost in the Middle: Improving Large Language Models via Attention Strengthening Question Answering}, 
+      author={Junqing He and Kunhao Pan and Xiaoqun Dong and Zhuoyang Song and Yibo Liu and Yuxin Liang and Hao Wang and Qianguo Sun and Songxin Zhang and Zejian Xie and Jiaxing Zhang},
+      year={2023},
+      eprint={2311.09198},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+
 
+```
 If you are using the resource for your work, please cite our [paper](https://arxiv.org/abs/2210.08590):
 
 ```text
-@article{fengshenbang,
-  author    = {Jiaxing Zhang and Ruyi Gan and Junjie Wang and Yuxiang Zhang and Lin Zhang and Ping Yang and Xinyu Gao and Ziwei Wu and Xiaoqun Dong and Junqing He and Jianheng Zhuo and Qi Yang and Yongfeng Huang and Xiayu Li and Yanghan Wu and Junyu Lu and Xinyu Zhu and Weifeng Chen and Ting Han and Kunhao Pan and Rui Wang and Hao Wang and Xiaojun Wu and Zhongshen Zeng and Chongpei Chen},
-  title     = {Fengshenbang 1.0: Being the Foundation of Chinese Cognitive Intelligence},
-  journal   = {CoRR},
-  volume    = {abs/2209.02970},
-  year      = {2022}
+@article{ziya-reader,
+      title={Never Lost in the Middle: Improving Large Language Models via Attention Strengthening Question Answering}, 
+      author={Junqing He and Kunhao Pan and Xiaoqun Dong and Zhuoyang Song and Yibo Liu and Yuxin Liang and Hao Wang and Qianguo Sun and Songxin Zhang and Zejian Xie and Jiaxing Zhang},
+      year={2023},
+      eprint={2311.09198},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
 }
 ```
 
+
 You can also cite our [website](https://github.com/IDEA-CCNL/Fengshenbang-LM/):
 
 欢迎引用我们的[网站](https://github.com/IDEA-CCNL/Fengshenbang-LM/):