语言大模型 / LLM

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

Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation

Jiaxi Sheng, Leyi Yu, Haoyue Li, Yifan Gao, Xin Gao

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

Comments under review

DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation

Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Lu Hongyu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen

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

Order-agnostic Identifier for Large Language Model-based Generative Recommendation

Xinyu Lin, Haihan Shi, Wenjie Wang, Fuli Feng, Qifan Wang, See-Kiong Ng, Tat-Seng Chua

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

SSRLBot: Designing and Developing a Large Language Model-based Agent using Socially Shared Regulated Learning

Xiaoshan Huang, Jie Gao, Haolun Wu

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

Comments 8 pages, 2 figures

The Impact of Large Language Models on K-12 Education in Rural India: A Thematic Analysis of Student Volunteer's Perspectives

Harshita Goyal, Garima Garg, Prisha Mordia, Veena Ramachandran, Dhruv Kumar, Jagat Sesh Challa

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

Comments Under review, 23 pages, 1 figure, 1 table

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models

Hoang Cuong Nguyen, Shahroz Tariq, Mohan Baruwal Chhetri, Bao Quoc Vo

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

Comments 5 pages, 2 figures 4 tables, accepted for publication at the Web Conference 2025 (WWW'25)

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey

Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim

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

Comments 20 pages, 3 figures

Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation

Jiangnan Li, Yingyuan Yang, Jinyuan Sun

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

What Do Large Language Models Know? Tacit Knowledge as a Potential Causal-Explanatory Structure

Céline Budding

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 for publication in Philosophy of Science

Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models

Maria Teleki, Xiangjue Dong, Haoran Liu, James Caverlee

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

Comments To appear in ICWSM 2025