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。

2025-10-17 至 2025-10-17 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 视觉空间推理 4 篇

2510.11278 2025-10-17 cs.LG cs.AI cs.CL 87%

ENIGMA: The Geometry of Reasoning and Alignment in Large-Language Models

Gareth Seneque, Lap-Hang Ho, Nafise Erfanian Saeedi, Jeffrey Molendijk, Ariel Kuperman, Tim Elson

机构 * Australian Broadcasting Corporation（澳大利亚广播公司）

专题命中视觉空间推理：reasoning(title,abstract)；chain-of-thought(abstract)；CoT(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 52 pages, 10 figures, author typo corrected, abstract typo corrected

2510.13800 2025-10-17 cs.CV 82%

Reasoning in Space via Grounding in the World

Yiming Chen, Zekun Qi, Wenyao Zhang, Xin Jin, Li Zhang, Peidong Liu

机构 * Westlake University（西湖大学）； Shanghai Innovation Institute（上海创新研究院）； Zhejiang University（浙江大学）； Tsinghua University（清华大学）； Shanghai Jiao Tong University（上海交通大学）； Eastern Institute of Technology（技术研究院）； Fudan University（复旦大学）

专题命中视觉空间推理：reasoning(title,abstract)；chain-of-thought(abstract)

Comments 20 pages, 7 figures

2510.14851 2025-10-17 cs.RO cs.MA 50%

SADCHER: Scheduling using Attention-based Dynamic Coalitions of Heterogeneous Robots in Real-Time

Jakob Bichler, Andreu Matoses Gimenez, Javier Alonso-Mora

机构 * Department for Cognitive Robotics, ME, Delft University of Technology（认知机器人系，代尔夫特理工大学）

专题命中视觉空间推理：reasoning(abstract)

Comments 7 pages, 5 figures. 2025 IEEE Int. Symposium on Multi-Robot and Multi-Agent Systems (MRS 2025). Website and Code: https://autonomousrobots.nl/paper_websites/sadcher_MRTA/

2509.15693 2025-10-17 cs.CV cs.MM 50%

SCENEFORGE: Enhancing 3D-text alignment with Structured Scene Compositions

Cristian Sbrolli, Matteo Matteucci

机构 * Department of Electronics, Information and Bioengineering（电子、信息与生物工程系）

专题命中视觉空间推理：reasoning(abstract)

Comments to appear in NeurIPS 2025