语言大模型 / LLM

Simulating Clinical AI Assistance using Multimodal LLMs: A Case Study in Diabetic Retinopathy

Nadim Barakat, William Lotter

机构 * Dana-Farber Cancer Institute & Tufts University School of Medicine（达纳-法伯癌症研究所及塔夫茨大学医学院） ； Dana-Farber Cancer Institute Brigham and Women’s Hospital & Harvard Medical School（达纳-法伯癌症研究所布里特妇女医院及哈佛医学院） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Empowering Clinical Trial Design through AI: A Randomized Evaluation of PowerGPT

Yiwen Lu, Lu Li, Dazheng Zhang, Xinyao Jian, Tingyin Wang, Siqi Chen, Yuqing Lei, Jiayi Tong, Zhaohan Xi, Haitao Chu, Chongliang Luo, Alexis Ogdie, Brian Athey, Alparslan Turan, Michael Abramoff, Joseph C Cappelleri, Hua Xu, Yun Lu, Jesse Berlin, Daniel I. Sessler, David A. Asch, Xiaoqian Jiang, Yong Chen

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

HoloDx: Knowledge- and Data-Driven Multimodal Diagnosis of Alzheimer's Disease

Qiuhui Chen, Jintao Wang, Gang Wang, Yi Hong

机构 * School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院） ； Department of Neurology, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine（上海交通大学医学院附属仁济医院神经内科） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments Accepted by IEEE Transactions on Medical Imaging (TMI)

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

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） 纠错

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

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

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） 纠错

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

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） 纠错

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

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

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） 纠错

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

Comments Under review

Don't Change My View: Ideological Bias Auditing in Large Language Models

Paul Kröger, Emilio Barkett

机构 * Columbia University（哥伦比亚大学） 纠错

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

SitLLM: Large Language Models for Sitting Posture Health Understanding via Pressure Sensor Data

Jian Gao, Fufangchen Zhao, Yiyang Zhang, Danfeng Yan

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

PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition

Li Fu, Yu Xin, Sunlu Zeng, Lu Fan, Youzheng Wu, Xiaodong He

机构 * JD AI Research（京东人工智能研究院） 纠错

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

Comments Submitted to ICASSP 2026

Enhancing Automated Loop Invariant Generation for Complex Programs with Large Language Models

Ruibang Liu, Minyu Chen, Ling-I Wu, Jingyu Ke, Guoqiang Li

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

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

Comments 26 pages, 11 figures

Validating Solidity Code Defects using Symbolic and Concrete Execution powered by Large Language Models

Ştefan-Claudiu Susan, Andrei Arusoaie, Dorel Lucanu

机构 * Alexandru Ioan Cuza University of Iași（伊亚舒亚努-伊奥安·库扎大学） 纠错

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

Comments In Proceedings FROM 2025, arXiv:2509.11877

Journal ref EPTCS 427, 2025, pp. 98-116

MAGIC-Enhanced Keyword Prompting for Zero-Shot Audio Captioning with CLIP Models

Vijay Govindarajan, Pratik Patel, Sahil Tripathi, Md Azizul Hoque, Gautam Siddharth Kashyap

机构 * Expedia Group, USA（Expedia集团） ； California Universities of Management and Sciences, USA（加州管理与科学大学） ； Jamia Hamdard, New Delhi, India（贾迈亚哈曼德大学） ； Macquarie University, Sydney, Australia（麦考瑞大学） 纠错

专题命中 其他LLM ：prompting(title)；LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted in The 26th International Conference on Web Information Systems Engineering (WISE), scheduled for 15-17 December 2025 in Marrakech, Morocco

Argumentative Experience: Reducing Confirmation Bias on Controversial Issues through LLM-Generated Multi-Persona Debates

Li Shi, Houjiang Liu, Yian Wong, Utkarsh Mujumdar, Dan Zhang, Jacek Gwizdka, Matthew Lease

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Complete reanalysis using a revised methodology; results, figures, and discussion updated to reflect the new approach

Reading Between the Prompts: How Stereotypes Shape LLM's Implicit Personalization

Vera Neplenbroek, Arianna Bisazza, Raquel Fernández

机构 * Institute for Logic, Language and Computation, University of Amsterdam（逻辑、语言与计算研究所，阿姆斯特丹大学） ； Center for Language and Cognition, University of Groningen（语言与认知中心，格罗宁根大学） 纠错

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

Comments Accepted at EMNLP Main 2025

DPCheatSheet: Using Worked and Erroneous LLM-usage Examples to Scaffold Differential Privacy Implementation

Shao-Yu Chu, Yuhe Tian, Yu-Xiang Wang, Haojian Jin

专题命中 其他LLM ：LLM(title,abstract)

Cross-Image Contrastive Decoding: Precise, Lossless Suppression of Language Priors in Large Vision-Language Models

Jianfei Zhao, Feng Zhang, Xin Sun, Lingxing Kong, Zhixing Tan, 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） ； Tsinghua University（清华大学） 纠错

专题命中 其他LLM ：language model(title,abstract)

Comments Under Review

Harnessing the Power of AI in Qualitative Research: Role Assignment, Engagement, and User Perceptions of AI-Generated Follow-Up Questions in Semi-Structured Interviews

He Zhang, Yueyan Liu, Xin Guan, Jie Cai, John M. Carroll

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 19 pages, 8 figures

Redefining Website Fingerprinting Attacks With Multiagent LLMs

Chuxu Song, Dheekshith Dev Manohar Mekala, Hao Wang, Richard Martin

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection

Ziqi Miao, Yi Ding, Lijun Li, Jing Shao

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Purdue University（普渡大学） 纠错

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

Comments Accepted to EMNLP 2025 (Main). 17 pages, 7 figures

Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems

Vaishali Dhanoa, Anton Wolter, Gabriela Molina León, Hans-Jörg Schulz, Niklas Elmqvist

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Journal ref IEEE Computer Graphics and Applications, vol: 01 (2025) 1-13

Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation

Luca Barsellotti, Lorenzo Bianchi, Nicola Messina, Fabio Carrara, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Rita Cucchiara

机构 * University of Modena and Reggio Emilia（摩德纳和雷吉奥艾米利亚大学） ； ISTI-CNR（意大利国家研究委员会ISTI） ； University of Pisa（比萨大学） 纠错

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

Comments ICCV 2025

An integrated process for design and control of lunar robotics using AI and simulation

Daniel Lindmark, Jonas Andersson, Kenneth Bodin, Tora Bodin, Hugo Börjesson, Fredrik Nordfeldth, Martin Servin

机构 * Ume \ University, Ume , Sweden 纠错

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

Comments 14 pages, 6 figures

A Traditional Approach to Symbolic Piano Continuation

Christian Zhou-Zheng, John Backsund, Dun Li Chan, Alex Coventry, Avid Eslami, Jyotin Goel, Xingwen Han, Danysh Soomro, Galen Wei

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

Comments 3 pages, extended abstract, MIREX session at ISMIR 2025 LBD