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ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search

Authors: Dan Zhang, Sining Zhoubian, Ziniu Hu, Yisong Yue, Yuxiao Dong, Jie Tang

Year: 2024

Venue: Advances in Neural Information Processing Systems (NeurIPS) 2024

Type: inproceedings

URL: https://arxiv.org/abs/2406.03816

arXiv: 2406.03816

Cite as: [@zhang2024restmcts]

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BibTeX

@inproceedings{zhang2024restmcts,
  title = {ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search},
  author = {Dan Zhang and Sining Zhoubian and Ziniu Hu and Yisong Yue and Yuxiao Dong and Jie Tang},
  year = {2024},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS) 2024},
  url = {https://arxiv.org/abs/2406.03816}
}

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