语言大模型 / LLM - arXivDaily 专题

2510.23882 2025-10-29 cs.AI 89%

Hybrid Modeling, Sim-to-Real Reinforcement Learning, and Large Language Model Driven Control for Digital Twins

Adil Rasheed, Oscar Ravik, Omer San

机构 * Department of Engineering Cybernetics, NTNU（工程 cybernetics 系，NTNU）； Department of Mechanical, Aerospace and Biomedical Engineering, University of Tennessee（机械、航空航天与生物医学工程系，田纳西大学）

专题命中长上下文与记忆：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2504.06560 2025-10-29 cs.CL 89%

NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables

Lanrui Wang, Mingyu Zheng, Hongyin Tang, Zheng Lin, Yanan Cao, Jingang Wang, Xunliang Cai, Weiping Wang

机构 * Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所）； School of Cyber Security, University of Chinese Academy of Sciences（中国科学院大学网络安全学院）

专题命中长上下文与记忆：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted by NeurIPS 2025

2510.24188 2025-10-29 cs.SE 85%

Investigating Software Aging in LLM-Generated Software Systems

César Santos, Ermeson Andrade, Roberto Natella

专题命中长上下文与记忆：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Presented at the 17th International Workshop on Software Aging and Rejuvenation (WoSAR), 2025

2501.02885 2025-10-29 cs.CV cs.LG 70%

MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs

Hui Sun, Shiyin Lu, Huanyu Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Ming Li

机构 * National Key Laboratory for Novel Software Technology, Nanjing University, China（新型软件技术国家重点实验室，南京大学，中国）； School of Artificial Intelligence, Nanjing University, China（人工智能学院，南京大学，中国）； Alibaba Group, Hangzhou, China（阿里巴巴集团，杭州，中国）

专题命中长上下文与记忆：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments 26 pages, 14 figures

2510.24699 2025-10-29 cs.CL cs.AI cs.LG 67%

AgentFold: Long-Horizon Web Agents with Proactive Context Management

Rui Ye, Zhongwang Zhang, Kuan Li, Huifeng Yin, Zhengwei Tao, Yida Zhao, Liangcai Su, Liwen Zhang, Zile Qiao, Xinyu Wang, Pengjun Xie, Fei Huang, Siheng Chen, Jingren Zhou, Yong Jiang

机构 * Tongyi Lab（通义实验室）； Alibaba Group（阿里巴巴集团）

专题命中长上下文与记忆：LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 26 pages, 9 figures

2502.05177 2025-10-29 cs.CV 67%

Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy

Yunhang Shen, Chaoyou Fu, Shaoqi Dong, Xiong Wang, Yi-Fan Zhang, Peixian Chen, Mengdan Zhang, Haoyu Cao, Ke Li, Shaohui Lin, Xiawu Zheng, Yan Zhang, Yiyi Zhou, Ran He, Caifeng Shan, Rongrong Ji, Xing Sun

机构 * Tencent Youtu Lab（腾讯云图实验室）； Nanjing University（南京大学）； East China Normal University（华东师范大学）； Xiamen University（厦门大学）； CASIA（中国科学院自动化研究所）

专题命中长上下文与记忆：large language model(abstract)；language model(abstract)

Comments https://github.com/VITA-MLLM/Long-VITA

1. 长上下文与记忆 6 篇