RoT: Enhancing Large Language Models with Reflection on Search Trees

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RoT: Enhancing Large Language Models with Reflection on Search Trees

8 April 2024

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Papers citing "RoT: Enhancing Large Language Models with Reflection on Search Trees"

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Title
Accelerating Large Language Model Reasoning via Speculative Search Zhihai Wang Jie Wang Jilai Pan Xilin Xia Huiling Zhen Mingxuan Yuan Jianye Hao Feng Wu ReLM LRM 156 1 0 03 May 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 137 1 0 04 Feb 2025
SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning Yizhou Chi Yizhang Lin Sirui Hong Duyi Pan Yaying Fei ... Tianqi Pang Jacky Kwok Ceyao Zhang Bang Liu Chenglin Wu LLMAG 120 4 0 22 Oct 2024
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs Kangsheng Wang Xiao Zhang Hao Liu Songde Han Huimin Ma Tianyu Hu LRM 118 5 0 02 Oct 2024
CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency Kangsheng Wang Xiao Zhang Zizheng Guo Tianyu Hu Huimin Ma LRM 155 7 0 20 Sep 2024
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding Zhenglin Wang Jialong Wu Yilong Lai Congzhi Zhang Deyu Zhou LRM ReLM 73 6 0 26 Jun 2024