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。

2025-09-15 至 2025-09-15 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 其他推理 4 篇

2509.10004 2025-09-15 cs.CL cs.AI 76%

Unsupervised Hallucination Detection by Inspecting Reasoning Processes

Ponhvoan Srey, Xiaobao Wu, Anh Tuan Luu

机构 * Nanyang Technological University（南洋理工大学）

专题命中其他推理：reasoning(title)；分类 cs.CL、cs.AI

Comments To appear in EMNLP 2025

2509.09727 2025-09-15 cs.CL cs.CE 70%

A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs

Andy Zhu, Yingjun Du

机构 * Rensselaer Polytechnic Institute（罗切斯特理工学院）； University of Amsterdam（阿姆斯特丹大学）

专题命中其他推理：reasoning(abstract)；chain-of-thought(abstract)；分类 cs.CL

Comments 8 pages, 6 figures, Underreview

2312.13632 2025-09-15 cs.LG cs.AI cs.CV cs.DC cs.SE 62%

TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance

Waris Gill, Ali Anwar, Muhammad Ali Gulzar

机构 * Computer Science Department Virginia Tech Blacksburg, USA（弗吉尼亚理工大学计算机科学系）； Engineering Department University of Minnesota Minneapolis, USA（明尼苏达大学工程系）

专题命中其他推理：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Accepted at 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)

Journal ref 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE), pp. 2264--2276

2509.10377 2025-09-15 cs.CL 57%

Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs

Yixiao Zhou, Ziyu Zhao, Dongzhou Cheng, zhiliang wu, Jie Gui, Yi Yang, Fei Wu, Yu Cheng, Hehe Fan

机构 * Zhejiang University（浙江大学）； Shanghai Innovation Institute（上海创新研究院）； Southeast University（东南大学）； Shanghai AI Laboratory（上海人工智能实验室）； The Chinese University of Hong Kong（香港中文大学）

专题命中其他推理：reasoning(abstract)；分类 cs.CL

Comments Accepted to EMNLP2025