Update README.md

README.md

@@ -10,7 +10,7 @@ library_name: transformers
 
 # PDS-DPO-7B-LoRA Model Card
 
-GitHub | arXiv
+[GitHub](https://github.com/pds-dpo/pds-dpo) | [arXiv](https://arxiv.org/abs/2412.17417)
 
 PDS-DPO-7B is a vision-language model built upon LLaVA 1.5 7B and trained using the proposed Preference Data Synthetic Direct Preference Optimization (PDS-DPO) framework. This approach leverages synthetic data generated using generative and reward models as proxies for human preferences to improve alignment, reduce hallucinations, and enhance reasoning capabilities.
 
@@ -36,10 +36,12 @@ PDS-DPO-7B is a vision-language model built upon LLaVA 1.5 7B and trained using
 
 ## Citation
 ```bibtex
-@article{2024pdsdpo
-title={Multimodal Preference Data Synthetic Alignment with Reward Model},
-author={},
-journal={},
-year={}
+@misc{wijaya2024multimodalpreferencedatasynthetic,
+      title={Multimodal Preference Data Synthetic Alignment with Reward Model}, 
+      author={Robert Wijaya and Ngoc-Bao Nguyen and Ngai-Man Cheung},
+      year={2024},
+      eprint={2412.17417},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
 }
 ```