Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

27 November 2024

Papers citing "Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS"

5 / 5 papers shown

Title
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Z. Wang J. Wang Chi Ma Huiling Zhen M. Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 26 0 0 05 May 2025
Bag of Tricks for Inference-time Computation of LLM Reasoning Fan Liu Wenshuo Chao Naiqiang Tan Hao Liu OffRL LRM 69 3 0 11 Feb 2025
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Jinyang Wu Mingkuan Feng Shuai Zhang Ruihan Jin Feihu Che Zengqi Wen J. Tao LRM 44 7 0 04 Feb 2025
BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning Beichen Zhang Yuhong Liu Xiaoyi Dong Yuhang Zang Pan Zhang Haodong Duan Yuhang Cao D. Lin J. T. Wang LRM ReLM 45 2 0 06 Jan 2025
Toward Adaptive Reasoning in Large Language Models with Thought Rollback Sijia Chen Baochun Li KELM LRM 71 3 0 27 Dec 2024