Update README.md

README.md

@@ -93,7 +93,7 @@ print(get_response(text))
 - **Finetuned from model :** [inception-mbzuai/jais-13b](https://huggingface.co/inception-mbzuai/jais-13b)
 - **Input:** Text only data.
 - **Output:** Model generates text.
-- **Paper :** [Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models](https://inceptioniai.org)
+- **Paper :** [Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models](https://arxiv.org/abs/2308.16149)
 - **Demo :** [Access here](https://arabic-gpt.ai)
 
 
@@ -229,18 +229,19 @@ Detailed comparisons in both languages and evaluation dataset details can be fou
 
 <p align="center">  <img src="https://huggingface.co/inception-mbzuai/jais-13b/resolve/main/Rent_Example.png" width="600" /></p>
 
-<!-- ## Citation [optional] -->
+## Citation 
 
+```
+@misc{sengupta2023jais,
+      title={Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models}, 
+      author={Neha Sengupta and Sunil Kumar Sahu and Bokang Jia and Satheesh Katipomu and Haonan Li and Fajri Koto and Osama Mohammed Afzal and Samta Kamboj and Onkar Pandit and Rahul Pal and Lalit Pradhan and Zain Muhammad Mujahid and Massa Baali and Alham Fikri Aji and Zhengzhong Liu and Andy Hock and Andrew Feldman and Jonathan Lee and Andrew Jackson and Preslav Nakov and Timothy Baldwin and Eric Xing},
+      year={2023},
+      eprint={2308.16149},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
 
-<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
-
-<!--**BibTeX:**
-
-[More Information Needed]
-
-**APA:**
+```
 
-[More Information Needed]
 
- -->
 Copyright Inception Institute of Artificial Intelligence Ltd.