Update README.md

README.md

@@ -8,7 +8,7 @@ pinned: false
 short_description: Unsupervised Human Preference Learning
 ---
 
-# [LINK TO PAPER](https://sumuk.org/preference-agents.pdf)
+# [LINK TO PAPER](https://arxiv.org/abs/2410.03731)
 
 
 # ⚙️ Preference Agents
@@ -54,7 +54,15 @@ Our approach was evaluated using GPT-4o and human evaluations, demonstrating sig
 If you use our resources in your research or applications, please cite our paper:
 
 ```bibtex
-pending
+@misc{shashidhar2024unsupervisedhumanpreferencelearning,
+      title={Unsupervised Human Preference Learning}, 
+      author={Sumuk Shashidhar and Abhinav Chinta and Vaibhav Sahai and Dilek Hakkani-Tür},
+      year={2024},
+      eprint={2410.03731},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2410.03731}, 
+}
 ```
 
 ## 🙏 Acknowledgements