AI 大模型

大模型推理能力

大模型数学、逻辑、规划、多步推理和测试时计算能力。

2025-08-01 至 2025-08-01 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 数学推理 4 篇

2507.22928 2025-08-01 cs.CL cs.AI 90%

How does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding

Xi Chen, Aske Plaat, Niki van Stein

专题命中数学推理：reasoning(title,abstract)；chain-of-thought(title,abstract)；CoT(abstract)；分类 cs.CL、cs.AI

2507.23317 2025-08-01 cs.LG 83%

Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner

Tao He, Rongchuan Mu, Lizi Liao, Yixin Cao, Ming Liu, Bing Qin

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

Comments 33 pages, 3 figures, 19 tables

2507.22958 2025-08-01 cs.CV cs.AI cs.LG 62%

CHECK-MAT: Checking Hand-Written Mathematical Answers for the Russian Unified State Exam

Ruslan Khrulev

机构 * Moscow State University（莫斯科国立大学）

专题命中数学推理：reasoning(abstract)；分类 cs.AI、cs.LG

Comments 15 pages, 3 figures, 10 tables. Code is available at: https://github.com/Karifannaa/Auto-check-EGE-math

2507.23407 2025-08-01 cs.CL 57%

Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration

Ante Wang, Yujie Lin, Jingyao Liu, Suhang Wu, Hao Liu, Xinyan Xiao, Jinsong Su

机构 * School of Informatics, Xiamen University, China（厦门大学信息学院）； Department of Digital Media Technology, Xiamen University, China（厦门大学数字媒体技术系）； Baidu Inc., Beijing, China（百度公司）

专题命中数学推理：reasoning(abstract)；分类 cs.CL