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。

2025-09-12 至 2025-09-12 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 数学推理 4 篇

2503.21544 2025-09-12 cs.CL cs.AI cs.LG 75%

SWI: Speaking with Intent in Large Language Models

Yuwei Yin, EunJeong Hwang, Giuseppe Carenini

机构 * University of British Columbia（不列颠哥伦比亚大学）； Vector Institute for AI（人工智能矢量研究所）

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

Comments Code: https://github.com/YuweiYin/SWI

2509.08910 2025-09-12 cs.CV cs.AI 70%

PromptGuard: An Orchestrated Prompting Framework for Principled Synthetic Text Generation for Vulnerable Populations using LLMs with Enhanced Safety, Fairness, and Controllability

Tung Vu, Lam Nguyen, Quynh Dao

机构 * Posts and Telecommunications Institute of Technology（邮电技术研究所）； Hanoi Architectural University（河内建筑大学）

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

2509.09013 2025-09-12 cs.CL cs.AI cs.CV 62%

Can Vision-Language Models Solve Visual Math Equations?

Monjoy Narayan Choudhury, Junling Wang, Yifan Hou, Mrinmaya Sachan

机构 * IIIT Bangalore（班加罗尔印度理工学院）； ETH Zürich（苏黎世联邦理工学院）

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

Comments Monjoy Narayan Choudhury and Junling Wang contributed equally to this work. Accepted at EMNLP2025 main. Code and datasets are open-sourced with links in the paper

Journal ref Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

2509.09650 2025-09-12 cs.CL 57%

All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens

Siddarth Mamidanna, Daking Rai, Ziyu Yao, Yilun Zhou

机构 * University of California, Santa Cruz（加州大学圣克鲁兹分校）； George Mason University（乔治·马歇尔大学）； Datadog AI Research（Datadog人工智能研究）

专题命中数学推理：reasoning(abstract)；分类 cs.CL

Comments EMNLP 2025 Main Conference