Update README.md

README.md

@@ -29,7 +29,7 @@ The models are designed to assist with:
 * Translation, summarization, and content generation in informal dialect.
 * Cultural research related to Morocco and its language.
 
-**Paper:** [Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect]()
+**Paper:** [Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect](https://arxiv.org/abs/2409.17912)
 
 ## 👥 Our Team
 
@@ -324,11 +324,14 @@ You can start chatting with the model by visiting http://localhost:3000.
 ### Citation
 If you use Atlas-Chat in your research, please cite our paper:
 ```none
-@article{shang2024atlas,
-  title={Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect},
-  author={Shang, Guokan and Abdine, Hadi and Khoubrane, Yousef and Mohamed, Amr and Abbahaddou, Yassine and Ennadir, Sofiane and Momayiz, Imane and Ren, Xuguang and Moulines, Eric and Nakov, Preslav and Vazirgiannis, Michalis and Xing, Eric},
-  journal={arXiv preprint},
-  year={2024}
+@article{shang2024atlaschatadaptinglargelanguage,
+      title={Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect}, 
+      author={Guokan Shang and Hadi Abdine and Yousef Khoubrane and Amr Mohamed and Yassine Abbahaddou and Sofiane Ennadir and Imane Momayiz and Xuguang Ren and Eric Moulines and Preslav Nakov and Michalis Vazirgiannis and Eric Xing},
+      year={2024},
+      eprint={2409.17912},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2409.17912}, 
 }
 ```