大模型推理能力

A Novel Architecture for Symbolic Reasoning with Decision Trees and LLM Agents

Andrew Kiruluta

机构 * Andrew Kiruluta（独立研究者） 纠错

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

Generative AI for Object-Oriented Programming: Writing the Right Code and Reasoning the Right Logic

Gang Xu, Airong Wang, Yushan Pan

专题命中 逻辑推理 ：reasoning(title,abstract)；logical reasoning(abstract)

Explainable Recommendation with Simulated Human Feedback

Jiakai Tang, Jingsen Zhang, Zihang Tian, Xueyang Feng, Lei Wang, Xu Chen

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学agate人工智能学院） 纠错

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

Journal ref ACM Transactions on Information Systems, Vol. 1, No. 1, Article 1 (January 2025)

Extracting Visual Plans from Unlabeled Videos via Symbolic Guidance

Wenyan Yang, Ahmet Tikna, Yi Zhao, Yuying Zhang, Luigi Palopoli, Marco Roveri, Joni Pajarinen

机构 * Department of Electrical Engineering and Automation, Aalto University（艾尔沃斯大学电气工程与自动化系） ； Department of Engineering and Computer Science, University of Trento（特伦托大学工程与计算机科学系） 纠错

专题命中 逻辑推理 ：reasoning(abstract)；planning(abstract)

The World According to LLMs: How Geographic Origin Influences LLMs' Entity Deduction Capabilities

Harsh Nishant Lalai, Raj Sanjay Shah, Jiaxin Pei, Sashank Varma, Yi-Chia Wang, Ali Emami

机构 * BITS, Pilani（比哈尔理工学院） ； Georgia Institute of Technology（佐治亚理工学院） ； Stanford University（斯坦福大学） ； Emory University（埃默里大学） 纠错

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

Comments Conference on Language Modeling 2025