Update README.md

README.md

@@ -7,11 +7,11 @@ sdk: static
 pinned: false
 ---
 
-## Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs
+## Agent Lumos: Unified and Modular Training for Open-Source Language Agents
 
 ### Website: https://allenai.github.io/lumos/
 
-### Paper: 
+### Paper: https://arxiv.org/abs/2311.05657
 
 ### Github: https://github.com/allenai/lumos
  
@@ -24,8 +24,9 @@ pinned: false
 If you find this work is relevant with your research, please feel free to cite our work!
 ```
 @article{yin2023lumos,
-  title={Lumos: Language Agents with Unified Data Formats, Modular Design, and Open-Source LLMs},
+  title={Agent Lumos: Unified and Modular Training for Open-Source Language Agents},
   author={Yin, Da and Brahman, Faeze and Ravichander, Abhilasha and Chandu, Khyathi and Chang, Kai-Wei and Choi, Yejin and Lin, Bill Yuchen},
+  journal={arXiv preprint arXiv:2311.05657},
   year={2023}
 }
 ```