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Published at November 7

Kwai-STaR: Transform LLMs into State-Transition Reasoners

cs.CL

cs.AI

Released Date: November 7, 2024

Authors: Xingyu Lu¹, Yuhang Hu², Changyi Liu², Tianke Zhang², Zhenyu Yang², Zhixiang Ding³, Shengsheng Qian³, Meng Du², Ruiwen Kang², Kaiyu Tang², Fan Yang², Tingting Gao², Di Zhang², Hai-Tao Zheng¹, Bin Wen²

Aff.: ¹Shenzhen International Graduate School, Tsinghua University; ²Kuaishou Technology; ³Institute of Automation, Chinese Academy of Sciences

Arxiv: http://arxiv.org/abs/2411.04799v1

Action	Definition
Formalize	Formalize the question mathematically
Decompose	Divide the original question.
Solve Subques	Provide solution for one subquestion.
Solve Parent	Solve the original question.
Verify	Check the correctness of current state.
Backtrack	Backtrack to the last correct state.
Summarize	State the final answer.