AI 大模型

语言大模型 / LLM

大语言模型、预训练、指令微调、后训练和语言模型应用。

2025-09-17 至 2025-09-17 共收录 7 篇信号源：cs.CL, cs.AI, cs.LG

1. 知识编辑与模型理解 7 篇

2509.13154 2025-09-17 cs.CL 83%

LLM Hallucination Detection: A Fast Fourier Transform Method Based on Hidden Layer Temporal Signals

Jinxin Li, Gang Tu, ShengYu Cheng, Junjie Hu, Jinting Wang, Rui Chen, Zhilong Zhou, Dongbo Shan

专题命中知识编辑与模型理解：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL

2509.12519 2025-09-17 cs.CE cs.CL q-fin.CP 83%

Context-Aware Language Models for Forecasting Market Impact from Sequences of Financial News

Ross Koval, Nicholas Andrews, Xifeng Yan

机构 * University of California, Santa Barbara（加州大学圣巴巴拉分校）； Johns Hopkins University（约翰霍普金斯大学）

专题命中知识编辑与模型理解：language model(title,abstract)；large language model(abstract)；分类 cs.CL

Comments Preprint

2509.12650 2025-09-17 cs.LG cs.AI 81%

Leveraging Intermediate Representations of Time Series Foundation Models for Anomaly Detection

Chan Sik Han, Keon Myung Lee

专题命中知识编辑与模型理解：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments 10 pages,8 figures

2411.09689 2025-09-17 cs.AI cs.CL 81%

Probing LLM Hallucination from Within: Perturbation-Driven Approach via Internal Knowledge

Seongmin Lee, Hsiang Hsu, Chun-Fu Chen, Duen Horng Chau

机构 * Georgia Institute of Technology（佐治亚理工学院）； JPMorganChase Global Technology Applied Research（摩根大通全球科技应用研究）

专题命中知识编辑与模型理解：LLM(title,abstract)；分类 cs.CL、cs.AI

Comments 22 pages, 15 figures

2509.12661 2025-09-17 cs.CL 77%

Mitigating Strategy Preference Bias in Emotional Support Conversation via Uncertainty Estimations

Yougen Zhou, Qin Chen, Ningning Zhou, Jie Zhou, Xingjiao Wu, Liang He

机构 * Shanghai Institute of Artificial Intelligence for Education（上海人工智能教育研究院）； School of Computer Science and Technology（计算机科学与技术学院）； School of Psychology and Cognitive Science（心理学与认知科学学院）； School of Pharmacy（药学院）

专题命中知识编辑与模型理解：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2506.20409 2025-09-17 cs.CL 70%

TAPS: Tool-Augmented Personalisation via Structured Tagging

Ekaterina Taktasheva, Jeff Dalton

专题命中知识编辑与模型理解：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to EMNLP 2026 Main

2505.09315 2025-09-17 cs.RO cs.CV cs.LG 57%

TransDiffuser: Diverse Trajectory Generation with Decorrelated Multi-modal Representation for End-to-end Autonomous Driving

Xuefeng Jiang, Yuan Ma, Pengxiang Li, Leimeng Xu, Xin Wen, Kun Zhan, Zhongpu Xia, Peng Jia, Xianpeng Lang, Sheng Sun

机构 * LiAuto Inc（LiAuto公司）； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所）； School of Vehicle and Mobility, Tsinghua University（清华大学车辆与移动研究所）

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.LG

Comments Under review