大模型推理能力

Self-Evolving Curriculum for LLM Reasoning

Xiaoyin Chen, Jiarui Lu, Minsu Kim, Dinghuai Zhang, Jian Tang, Alexandre Piché, Nicolas Gontier, Yoshua Bengio, Ehsan Kamalloo

专题命中 规划推理 ：reasoning(title,abstract)；planning(abstract)；分类 cs.AI、cs.LG

ReaKase-8B: Legal Case Retrieval via Knowledge and Reasoning Representations with LLMs

Yanran Tang, Ruihong Qiu, Xue Li, Zi Huang

专题命中 规划推理 ：reasoning(title,abstract)

Language Models can Self-Improve at State-Value Estimation for Better Search

Ethan Mendes, Alan Ritter

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

专题命中 规划推理 ：reasoning(abstract)；chain-of-thought(abstract)；分类 cs.CL、cs.AI、cs.LG

Model-Document Protocol for AI Search

Hongjin Qian, Zheng Liu

机构 * BAAI（北京人工智能研究院） 纠错

专题命中 规划推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 10 pages

Empowering RepoQA-Agent based on Reinforcement Learning Driven by Monte-carlo Tree Search

Guochang Li, Yuchen Liu, Zhen Qin, Yunkun Wang, Jianping Zhong, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng

专题命中 规划推理 ：reasoning(abstract)