语言大模型 / LLM

What Makes You Unique? Attribute Prompt Composition for Object Re-Identification

Yingquan Wang, Pingping Zhang, Chong Sun, Dong Wang, Huchuan Lu

机构 * School of Information and Communication Engineering, Dalian University of Technology（信息与通信工程学院，大连理工大学） ； School of Future Technology, School of Artificial Intelligence, Dalian University of Technology（未来技术学院、人工智能学院，大连理工大学） ； Technical Architecture Department, WeChat AI, Tencent, China（技术架构部，微信AI，腾讯，中国） 纠错

专题命中 领域大模型 ：language model(abstract)

Comments Accepted by TCSVT2025

Learning Contrastive Multimodal Fusion with Improved Modality Dropout for Disease Detection and Prediction

Yi Gu, Kuniaki Saito, Jiaxin Ma

机构 * OMRON SINIC X Corporation（OMRON SINIC X公司） ； Nara Institute of Science and Technology（名取科学技術大學院） 纠错

专题命中 领域大模型 ：foundation model(abstract)

Comments MICCAI 2025

Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises

Radek Ošlejšek, Radoslav Chudovský, Martin Macak

专题命中 领域大模型 ：post-training(abstract)

Journal ref OŠLEJŠEK, Radek; Radoslav CHUDOVSKÝ and Martin MACAK. Process-Driven Visual Analysis of Cybersecurity Capture the Flag Exercises. INFORMATION SYSTEMS. Elsevier Science, 2025, Volume 136, p. 1-15. ISSN 0306-4379

SPADE: A Large Language Model Framework for Soil Moisture Pattern Recognition and Anomaly Detection in Precision Agriculture

Yeonju Lee, Rui Qi Chen, Joseph Oboamah, Po Nien Su, Wei-zhen Liang, Yeyin Shi, Lu Gan, Yongsheng Chen, Xin Qiao, Jing Li

机构 * organization= H. Milton Stewart School of Industrial ； Systems Engineering, Georgia Institute of Technology , city= Atlanta , state= GA , country= USA ； organization= Panhandle Research ； Extension Center, University of Nebraska-Lincoln , city= Scottsbluff , state= NE , country= USA ； organization= Department of Computer Science ； Engineering, University of Nebraska-Lincoln , city= Lincoln , state= NE , country= USA ； organization= Department of Biological Systems Engineering, University of Nebraska-Lincoln , city= Lincoln , state= NE , country= USA ； organization= Institute for Robotics ； Intelligent Machines, Georgia Institute of Technology , city= Atlanta , state= GA , country= USA ； organization= School of Civil \& Environmental Engineering, Georgia Institute of Technology, Georgia Institute of Technology , city= Atlanta , state= GA , country= USA 纠错

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

From Parameters to Performance: A Data-Driven Study on LLM Structure and Development

Suqing Wang, Zuchao Li, Luohe Shi, Bo Du, Hai Zhao, Yun Li, Qianren Wang

机构 * School of Artificial Intelligence, Wuhan University（武汉大学人工智能学院） ； School of Computer Science, Wuhan University（武汉大学计算机学院） ； School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机学院） ； Cognitive AI Lab, Shanghai Huawei Technologies, China（上海华为技术有限公司认知人工智能实验室） 纠错

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

Comments Accepted by EMNLP 2025

Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow

Jianfei Zhao, Feng Zhang, Xin Sun, Chong Feng

机构 * School of Computer Science and Technology, Beijing Institute of Technology（计算机科学与技术学院，北京理工大学） ； Zhongguancun Academy（中关村学院） ； Southeast Academy of Information Technology, Beijing Institute of Technology（信息技术东南学院，北京理工大学） 纠错

专题命中 知识编辑与模型理解 ：language model(title,abstract)

Comments Accepted to Findings of EMNLP 2025

Anecdoctoring: Automated Red-Teaming Across Language and Place

Alejandro Cuevas, Saloni Dash, Bharat Kumar Nayak, Dan Vann, Madeleine I. G. Daepp

机构 * Carnegie Mellon University（卡内基梅隆大学） ； University of Washington（华盛顿大学） ； Microsoft Research（微软研究院） ； Independent Researcher（独立研究者） 纠错

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

Comments To be published in EMNLP 2025

PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality

Byeongho Yu, Changhun Lee, Jungyu Jin, Eunhyeok Park

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

Comments accepted at EMNLP 2025 Main Conference

Explainable Graph Neural Networks: Understanding Brain Connectivity and Biomarkers in Dementia

Niharika Tewari, Nguyen Linh Dan Le, Mujie Liu, Jing Ren, Ziqi Xu, Tabinda Sarwar, Veeky Baths, Feng Xia

机构 * School of Computing Technologies RMIT University Melbourne VIC Australia ； Department of Biological Sciences ； Department of Computer Science \& Information Systems Birla Institute of Technology ； Institute of Innovation, Science ； Sustainability Federation University Australia Ballarat VIC Australia ； RMIT University ； Birla Institute of Technology ； Federation University Australia 纠错

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

An overview of neural architectures for self-supervised audio representation learning from masked spectrograms

Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan

机构 * Department of Electronic Systems, Aalborg University（电子系统系，奥尔堡大学） ； Pioneer Centre for Artificial Intelligence（人工智能先锋中心） ； National and Kapodistrian University of Athens（雅典国家与卡波蒂斯坦大学） 纠错

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

SilentStriker:Toward Stealthy Bit-Flip Attacks on Large Language Models

Haotian Xu, Qingsong Peng, Jie Shi, Huadi Zheng, Yu Li, Cheng Zhuo

机构 * Zhejiang University（浙江大学） ； Huawei（华为） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

Large Language Models Implicitly Learn to See and Hear Just By Reading

Prateek Verma, Mert Pilanci

机构 * Department of Electrical Engineering Stanford University Stanford, CA 94305, USA（电气工程系 斯坦福大学） 纠错

专题命中 其他LLM ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 6 pages, 3 figures, 4 tables. Added BLIP reference

Bounded PCTL Model Checking of Large Language Model Outputs

Dennis Gross, Helge Spieker, Arnaud Gotlieb

机构 * Simula Research Laboratory（Simula研究实验室） 纠错

专题命中 其他LLM ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.AI

Comments ICTAI 2025

Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries

Tianyi Lorena Yan, Robin Jia

机构 * University of Southern California（南加州大学） 纠错

专题命中 其他LLM ：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to EMNLP 2025

The Transparent Earth: A Multimodal Foundation Model for the Earth's Subsurface

Arnab Mazumder, Javier E. Santos, Noah Hobbs, Mohamed Mehana, Daniel O'Malley

机构 * Energy and Natural Resources Security Group（能源与自然资源安全组） ； Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） 纠错

专题命中 其他LLM ：foundation model(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted at the Neurips 2025 AI4Science Workshop

Agentic AI Software Engineers: Programming with Trust

Abhik Roychoudhury, Corina Pasareanu, Michael Pradel, Baishakhi Ray

机构 * National University of Singapore（新加坡国立大学） ； Carnegie Mellon University, KBR Inc., NASA Ames（卡内基梅隆大学、KBR公司、NASA阿姆斯特朗实验室） ； CISPA Helmholtz Center for Information Security, University of Stuttgart（CISPA海姆霍兹信息安全中心、斯图加特大学） ； Columbia University（哥伦比亚大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 5 pages

Journal ref Communications of the ACM, 2026

Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders

Dong Shu, Xuansheng Wu, Haiyan Zhao, Mengnan Du, Ninghao Liu

机构 * Northwestern University（西北大学） ； University of Georgia（佐治亚大学） ； New Jersey Institute of Technology（新泽西理工学院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments EMNLP 2025 Main

Identifying and Answering Questions with False Assumptions: An Interpretable Approach

Zijie Wang, Eduardo Blanco

机构 * Department of Computer Science University of Arizona（计算机科学系亚利桑那大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments To appear at EMNLP 2025 Main conference

Developing an AI framework to automatically detect shared decision-making in patient-doctor conversations

Oscar J. Ponce-Ponte, David Toro-Tobon, Luis F. Figueroa, Michael Gionfriddo, Megan Branda, Victor M. Montori, Saturnino Luz, Juan P. Brito

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments 53 pages, 1 figure, 4 tables, 5 supplementary figures, 13 supplementary tables

NaviSense: A Multimodal Assistive Mobile application for Object Retrieval by Persons with Visual Impairment

Ajay Narayanan Sridhar, Fuli Qiao, Nelson Daniel Troncoso Aldas, Yanpei Shi, Mehrdad Mahdavi, Laurent Itti, Vijaykrishnan Narayanan

机构 * The Pennsylvania State University（宾夕法尼亚州立大学） ； Independent Researcher（独立研究者） ； University of Southern California（南加州大学） 纠错

专题命中 其他LLM ：language model(abstract)；分类 cs.AI

Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction

Marija Šakota, Robert West

机构 * EPFL（瑞士联邦理工学院） 纠错

专题命中 其他LLM ：language model(abstract)；分类 cs.CL

Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions

Ioanna Ntinou, Alexandros Xenos, Yassine Ouali, Adrian Bulat, Georgios Tzimiropoulos

机构 * Queen Mary University of London（伦敦女王大学） ； Samsung AI Centre（三星人工智能中心） ； Technical University of Iași（伊阿苏技术大学） 纠错

专题命中 其他LLM ：language model(abstract)

Comments Accepted at EMNLP 2025