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@@ -167,21 +167,9 @@ When using this model, consider:
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  ## Citations
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  ```bibtex
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- @misc{rafailov2023direct,
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- title={Direct Preference Optimization: Your Language Model is Secretly a Reward Model},
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- author={Rafael Rafailov and Archit Sharma and Eric Mitchell and Stefano Ermon and Christopher D. Manning and Chelsea Finn},
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- year={2023},
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- eprint={2305.18290},
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- archivePrefix={arXiv},
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- primaryClass={cs.LG}
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- }
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-
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- @misc{hu2021lora,
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- title={LoRA: Low-Rank Adaptation of Large Language Models},
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- author={Edward J. Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen-Zhu and Yuanzhi Li and Shean Wang and Lu Wang and Weizhu Chen},
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- year={2021},
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- eprint={2106.09685},
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- archivePrefix={arXiv},
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- primaryClass={cs.CL}
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  }
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  ```
 
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  ## Citations
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  ```bibtex
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+ @INPROCEEDINGS{Zheng2024-rq,
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+ title={PrefDrive: A Preference Learning Framework for Autonomous Driving with Large Language Models},
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+ author={Li, Yun and Javanmardi, Ehsan and Thompson, Simon and Katsumata, Kai and Orsholits, Alex and Tsukada, Manabu},
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+ booktitle = "{2025 IEEE Intelligent Vehicles Symposium (IV)}",
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ```