语言大模型 / LLM

"I've talked to ChatGPT about my issues last night.": Examining Mental Health Conversations with Large Language Models through Reddit Analysis

Kyuha Jung, Gyuho Lee, Yuanhui Huang, Yunan Chen

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

Comments Forthcoming at the 28th ACM SIGCHI Conference on Computer-Supported Cooperative Work and Social Computing (CSCW '25) on October 18-22, 2025

REMONI: An Autonomous System Integrating Wearables and Multimodal Large Language Models for Enhanced Remote Health Monitoring

Thanh Cong Ho, Farah Kharrat, Abderrazek Abid, Fakhri Karray

机构 * 2 Department of Electrical ； Computer Engineering University of Waterloo, Waterloo, ON, Canada N2L 3G1 Email ； 3 College of Computer ； Information Sciences Prince Sultan University Email 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Journal ref 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA)

Tag-Enriched Multi-Attention with Large Language Models for Cross-Domain Sequential Recommendation

Wangyu Wu, Xuhang Chen, Zhenhong Chen, Jing-En Jiang, Kim-Fung Tsang, Xiaowei Huang, Fei Ma, Jimin Xiao

机构 * Xi’an Jiaotong-Liverpool University（西安交通大学利物浦大学） ； University of Liverpool（利物浦大学） ； School of Computer Science and Engineering（计算机科学与工程学院） ； Huizhou University（惠州大学） ； Microsoft（微软公司） ； Shandong University（山东大学） ； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究所，中国科学院） 纠错

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

Comments Accepted in IEEE Transactions on Consumer Electronics 2025

IAD-GPT: Advancing Visual Knowledge in Multimodal Large Language Model for Industrial Anomaly Detection

Zewen Li, Zitong Yu, Qilang Ye, Weicheng Xie, Wei Zhuo, Linlin Shen

机构 * School of Computer Science & Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院） ； School of Computing and Information Technology, Great Bay University（大亚湾大学计算机与信息科技学院） ； College of Computer Science, Nankai University（南开大学计算机学院） ； School of Artificial Intelligence, Shenzhen University（深圳大学人工智能学院） ； Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen University（广东省智能信息处理重点实验室） ； National Engineering Laboratory of Big Data System Computing Technology, Shenzhen University（大数据系统计算技术国家工程实验室） 纠错

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

Comments Accepted by IEEE Transactions on Instrumentation and Measurement (TIM)

A Feasibility Study on Usability and Trust among Population Groups of a Medical Avatar Supported by Large Language Models with Retrieval Augmented Generation

Roel Boumans, Lisa Cramer, Sascha van de Poll, Henria Vermeulen

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

Comments 22 pages, 4 figures, 2 tables

Agent-Based Simulation of a Financial Market with Large Language Models

Ryuji Hashimoto, Takehiro Takayanagi, Masahiro Suzuki, Kiyoshi Izumi

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

DACP: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization

Xue-Yong Fu, Elena Khasanova, Md Tahmid Rahman Laskar, Harsh Saini, Shashi Bhushan TN

机构 * Dialpad Inc.（Dialpad公司） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to the NewSumm Workshop at EMNLP 2025. Equal contribution from the first four authors

Generation and annotation of item usage scenarios in e-commerce using large language models

Madoka Hagiri, Kazushi Okamoto, Koki Karube, Kei Harada, Atsushi Shibata

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

Journal ref The 26th International Symposium on Advanced Intelligent Systems (ISIS 2025)

Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model

Mingchen Shao, Youjeong Kang, Xiao Hu, Hyunjung Gloria Kwak, Carl Yang, Jiaying Lu

机构 * Department of Computer Science, Emory University（计算机科学系，埃默里大学） ； Nell Hodgson Woodruff School of Nursing, Emory University（Nell Hodgson Woodruff护理学院，埃默里大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Journal ref in Proceedings of The 20th World Congress on Medical and Health Informatics (MEDINFO 2025)

Can social media provide early warning of retraction? Evidence from critical tweets identified by human annotation and large language models

Er-Te Zheng, Hui-Zhen Fu, Mike Thelwall, Zhichao Fang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 27 pages, 5 figures

Journal ref Journal of the Association for Information Science and Technology, 2025

Charting trajectories of human thought using large language models

Matthew M Nour, Daniel C McNamee, Isaac Fradkin, Raymond J Dolan

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

Can Large Language Models Help Students Prove Software Correctness? An Experimental Study with Dafny

Carolina Carreira, Álvaro Silva, Alexandre Abreu, Alexandra Mendes

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

Knowledge-Augmented Relation Learning for Complementary Recommendation with Large Language Models

Chihiro Yamasaki, Kai Sugahara, Kazushi Okamoto

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

Journal ref The 2nd Workshop on Generative AI for E-Commerce 2025 in conjunction with the 19th ACM Conference on Recommender Systems (RecSys 2025)

Generalizable Skill Learning for Construction Robots with Crowdsourced Natural Language Instructions, Composable Skills Standardization, and Large Language Model

Hongrui Yu, Vineet R. Kamat, Carol C. Menassa

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

Comments Under review for ASCE OPEN: Multidisciplinary Journal of Civil Engineering

Investigation of the Inter-Rater Reliability between Large Language Models and Human Raters in Qualitative Analysis

Nikhil Sanjay Borse, Ravishankar Chatta Subramaniam, N. Sanjay Rebello

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

Comments 7 pages, 4 figures, Physics Education Research Conference 2025

Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare Tasks

Nouar AlDahoul, Yasir Zaki

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 5 pages, 2 figures

DIDS: Domain Impact-aware Data Sampling for Large Language Model Training

Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Ruiyuan Zhang, Jiajie Xu, Jia Zhu, Hao Chen, Yao Zhao, Sirui Han, Xiaofang Zhou

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） ； MetaX ； Alibaba Group（阿里巴巴集团） ； Zhejiang Normal University（浙江师范大学） ； Soochow University（苏州大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

From Prompt to Pipeline: Large Language Models for Scientific Workflow Development in Bioinformatics

Khairul Alam, Banani Roy

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

Comments 46pages

ColorGPT: Leveraging Large Language Models for Multimodal Color Recommendation

Ding Xia, Naoto Inoue, Qianru Qiu, Kotaro Kikuchi

机构 * The University of Tokyo（东京大学） ； CyberAgent AI Lab（CyberAgent AI实验室） 纠错

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

Comments Accepted to ICDAR2025

Large Language Model Evaluated Stand-alone Attention-Assisted Graph Neural Network with Spatial and Structural Information Interaction for Precise Endoscopic Image Segmentation

Juntong Fan, Shuyi Fan, Debesh Jha, Changsheng Fang, Tieyong Zeng, Hengyong Yu, Dayang Wang

机构 * Department of Mathematics, The Chinese University of Hong Kong（香港中文大学数学系） ； Department of Electronic and Computer Engineering, University of Massachusetts, Lowell（马萨诸塞大学低罗分校电子与计算机工程系） ； Department of Radiology, Northwestern University（西北大学放射科） 纠错

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

Comments Manuscript under review

Automatic Semantic Alignment of Flow Pattern Representations for Exploration with Large Language Models

Weihan Zhang, Jun Tao

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

Comments Accepted by IEEE VIS 2025

Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models

Guilherme Seidyo Imai Aldeia, Daniel S. Herman, William G. La Cava

机构 * Federal University of ABC（亚巴西联邦大学） ； Department of Pathology and Laboratory Medicine, University of Pennsylvania（宾夕法尼亚大学病理学与实验室医学系） ； Computational Health Informatics Program, Boston Children’s Hospital, Harvard Medical School（哈佛医学院波士顿儿童医院计算健康信息学项目） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments To appear in PMLR, Volume 298, Machine Learning for Healthcare, 2025

Text2VR: Automated instruction Generation in Virtual Reality using Large language Models for Assembly Task

Subin Raj Peter

机构 * University College Dublin（都柏林大学学院） 纠错

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

Comments 7 pages, 7 figures, conference

ChatVis: Large Language Model Agent for Generating Scientific Visualizations

Tom Peterka, Tanwi Mallick, Orcun Yildiz, David Lenz, Cory Quammen, Berk Geveci

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

Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language Models

Shamus Sim, Tyrone Chen

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 25 pages, 7 figures, 3 tables. Conceptualization, both authors. formal analysis, both authors. funding acquisition, both authors. investigation, both authors. resources, both authors. supervision, T.C.. validation, both authors. visualization, both authors. writing original draft, both authors. writing review and editing, both authors

Lifting the Veil on Composition, Risks, and Mitigations of the Large Language Model Supply Chain

Kaifeng Huang, Bihuan Chen, You Lu, Susheng Wu, Dingji Wang, Yiheng Huang, Haowen Jiang, Zhuotong Zhou, Junming Cao, Xin Peng

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

Comments 26 pages

Programming Quantum Computers with Large Language Models

Elena R. Henderson, Jessie M. Henderson, Joshua Ange, Mitchell A. Thornton

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

Comments 15 pages, 4 figures, 8 tables

Exploring Traffic Simulation and Cybersecurity Strategies Using Large Language Models

Lu Gao, Yongxin Liu, Hongyun Chen, Dahai Liu, Yunpeng Zhang, Jingran Sun

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

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning

Chunlei Li, Jingyang Hou, Yilei Shi, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou

机构 * MedAI Technology (Wuxi) Co. Ltd.（MedAI技术（无锡）有限公司） ； Technical University of Munich（慕尼黑技术大学） 纠错

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

MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization

Kangyu Zhu, Peng Xia, Yun Li, Hongtu Zhu, Sheng Wang, Huaxiu Yao

机构 * UNC Chapel-Hill（UNC夏洛特-希尔分校） ； Brown University（布朗大学） ； University of Washington（华盛顿大学） 纠错

专题命中 领域大模型 ：language model(title,abstract)；preference optimization(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ICML 2025