大模型推理能力

The STAR-XAI Protocol: A Framework for Inducing and Verifying Agency, Reasoning, and Reliability in AI Agents

Antoni Guasch, Maria Isabel Valdez

机构 * Ixent Games 纠错

专题命中 逻辑推理 ：reasoning(title,abstract)；planning(abstract)；分类 cs.AI

Comments Version 2: This article consolidates and replaces a previous version to present the complete research in a single, comprehensive manuscript

Abductive Logical Rule Induction by Bridging Inductive Logic Programming and Multimodal Large Language Models

Yifei Peng, Yaoli Liu, Enbo Xia, Yu Jin, Wang-Zhou Dai, Zhong Ren, Yao-Xiang Ding, Kun Zhou

机构 * State Key Laboratory of CAD&CG（计算机辅助设计与图形学国家重点实验室） ； National Key Laboratory for Novel Software Technology（新型软件技术国家实验室） 纠错

专题命中 逻辑推理 ：reasoning(abstract)；CoT(abstract)；分类 cs.LG

Universal Legal Article Prediction via Tight Collaboration between Supervised Classification Model and LLM

Xiao Chi, Wenlin Zhong, Yiquan Wu, Wei Wang, Kun Kuang, Fei Wu, Minghui Xiong

机构 * Zhejiang University（浙江大学） 纠错

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

Comments 10 pages, 6 figures, Accepted to ICAIL 2025 (International Conference on Artificial Intelligence and Law)

The Emergence of Altruism in Large-Language-Model Agents Society

Haoyang Li, Xiao Jia, Zhanzhan Zhao

机构 * Department of Sociology（社会学系） ； School of Artificial Intelligence（人工智能学院） ； School of Humanities and Social Science（人文社会科学学院） 纠错

专题命中 逻辑推理 ：reasoning(abstract)；分类 cs.AI