大模型推理能力

MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning

Justin Chih-Yao Chen, Archiki Prasad, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） 纠错

专题命中 数学推理 ：reasoning(title,abstract)；分类 cs.CL

Comments EMNLP 2025 (Camera-Ready)

NeedleBench: Evaluating LLM Retrieval and Reasoning Across Varying Information Densities

Mo Li, Songyang Zhang, Taolin Zhang, Haodong Duan, Yunxin Liu, Kai Chen

机构 * Tsinghua University（清华大学） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

专题命中 数学推理 ：reasoning(title,abstract)；分类 cs.CL

Comments v3: Revisions with added experiments, clarifications, and related work updates