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。

2025-09-18 至 2025-09-18 共收录 5 篇信号源：cs.CL, cs.AI, cs.LG

1. 知识编辑与模型理解 5 篇

2509.13702 2025-09-18 cs.CL cs.AI 90%

DSCC-HS: A Dynamic Self-Reinforcing Framework for Hallucination Suppression in Large Language Models

Xiao Zheng

机构 * School of Computing and Technology（计算机学院）； China University of Petroleum（中国石油大学）； Qingdao（青岛）

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

2509.13664 2025-09-18 cs.CL cs.AI 82%

Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs

Zhuoxuan Zhang, Jinhao Duan, Edward Kim, Kaidi Xu

机构 * Brown University（布朗大学）； Drexel University（德雷塞尔大学）

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

Comments To be appeared in EMNLP 2025 (main)

2509.08380 2025-09-18 cs.AI cs.LG 73%

Co-Investigator AI: The Rise of Agentic AI for Smarter, Trustworthy AML Compliance Narratives

Prathamesh Vasudeo Naik, Naresh Kumar Dintakurthi, Zhanghao Hu, Yue Wang, Robby Qiu

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

2412.16846 2025-09-18 eess.AS cs.CL cs.SD 57%

KALL-E:Autoregressive Speech Synthesis with Next-Distribution Prediction

Kangxiang Xia, Xinfa Zhu, Jixun Yao, Wenjie Tian, Wenhao Li, Lei Xie

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

Comments 6 figures, 5 tables

2508.19505 2025-09-18 cs.AI 57%

Caught in the Act: a mechanistic approach to detecting deception

Gerard Boxo, Ryan Socha, Daniel Yoo, Shivam Raval

机构 * Barcelona Institute of Science and Technology（巴塞罗那科学与技术研究所）； NorthWest Arkansas Community College（西北阿肯色社区学院）； Carnegie Mellon University（卡内基梅隆大学）； Harvard University（哈佛大学）

专题命中知识编辑与模型理解：LLM(abstract)；分类 cs.AI

Comments 15 pages, 10 figures