语言大模型 / LLM

Trustworthy Medical Imaging with Large Language Models: A Study of Hallucinations Across Modalities

Anindya Bijoy Das, Shahnewaz Karim Sakib, Shibbir Ahmed

机构 * The University of Akron（阿克隆大学） ； University of Tennessee at Chattanooga（田纳西大学查塔努加分校） ； Texas State University（德克萨斯州立大学） 纠错

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

Learning by Teaching: Engaging Students as Instructors of Large Language Models in Computer Science Education

Xinming Yang, Haasil Pujara, Jun Li

机构 * The Graduate Center, CUNY（CUNY研究生中心） ； Hunter College, CUNY（CUNY霍顿学院） ； Queens College & The Graduate Center, CUNY（CUNY皇后学院及研究生中心） 纠错

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

Comments Published at COLM 2025

Lessons from A Large Language Model-based Outdoor Trail Recommendation Chatbot with Retrieval Augmented Generation

Julia Ann Mathew, Suining He

机构 * University of Connecticut（康涅狄格大学） ； School of Computing（计算学院） 纠错

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

Comments 4 pages, UrbComp 2025

Adversarial Attacks and Defenses on Graph-aware Large Language Models (LLMs)

Iyiola E. Olatunji, Franziska Boenisch, Jing Xu, Adam Dziedzic

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

Enhancing Serendipity Recommendation System by Constructing Dynamic User Knowledge Graphs with Large Language Models

Qian Yong, Yanhui Li, Jialiang Shi, Yaguang Dou, Tian Qi

机构 * Shanghai Dewu Information Group Co., Ltd.（上海德 Wu 信息集团有限公司） ； Xi'an Jiaotong University（西安交通大学） 纠错

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

Comments 8 pages

Large language models provide unsafe answers to patient-posed medical questions

Rachel L. Draelos, Samina Afreen, Barbara Blasko, Tiffany L. Brazile, Natasha Chase, Dimple Patel Desai, Jessica Evert, Heather L. Gardner, Lauren Herrmann, Aswathy Vaikom House, Stephanie Kass, Marianne Kavan, Kirshma Khemani, Amanda Koire, Lauren M. McDonald, Zahraa Rabeeah, Amy Shah

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

Comments 20 pages

Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes

Nikita Neveditsin, Pawan Lingras, Vijay Mago

机构 * Saint Mary’s University（圣玛丽大学） ； York University（约克大学） 纠错

专题命中 领域大模型 ：language model(title,abstract)；small language model(title,abstract)；prompting(abstract)；分类 cs.CL

Comments To appear in the ACL Anthology

From Promising Capability to Pervasive Bias: Assessing Large Language Models for Emergency Department Triage

Joseph Lee, Tianqi Shang, Jae Young Baik, Duy Duong-Tran, Shu Yang, Lingyao Li, Li Shen

机构 * University of Pennsylvania（宾夕法尼亚大学） ； University of South Florida（佛罗里达州立大学） 纠错

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

Comments Presented at GenAI4Health Workshop @ AAAI 2025 (non-archival), Preprint of an article submitted for consideration in Pacific Symposium on Biocomputing 2026

Assessing the Reliability and Validity of Large Language Models for Automated Assessment of Student Essays in Higher Education

Andrea Gaggioli, Giuseppe Casaburi, Leonardo Ercolani, Francesco Collova', Pietro Torre, Fabrizio Davide

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

Comments 24 pages (including appendix), 12 tables, 1 figure

Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation

Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Wayne Xin Zhao, Ji-Rong Wen

机构 * Renmin University of China（中国人民大学） ； Kuaishou Technology Co., Ltd.（快手科技有限公司） 纠错

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

Comments Accepted by RecSys2025

ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation

Chenhui Deng, Yunsheng Bai, Haoxing Ren

机构 * NVIDIA（英伟达） 纠错

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

Comments Accepted to DAC 2025

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models

Zhen Yang, Haitao Lin, Jiawei xue, Ziji Zhang

机构 * AMAP, Alibaba Group（阿里云实验室，阿里巴巴集团） 纠错

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

Comments 8 pages, 3 figures

Semantic Source Code Segmentation using Small and Large Language Models

Abdelhalim Dahou, Ansgar Scherp, Sebastian Kurten, Brigitte Mathiak, Madhu Chauhan

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

Comments 18 pages, 4 figures

Using Large Language Models for Legal Decision-Making in Austrian Value-Added Tax Law: An Experimental Study

Marina Luketina, Andrea Benkel, Christoph G. Schuetz

机构 * University of Applied Sciences Upper Austria -- Campus Steyr（奥地利应用科学大学施泰尔拉克校区） ； Johannes Kepler University Linz（约翰·凯撒大学林茨） 纠错

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

Comments 26 pages, 5 figures, 6 tables

Less can be more for predicting properties with large language models

Nawaf Alampara, Santiago Miret, Kevin Maik Jablonka

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

Autonomous Microscopy Experiments through Large Language Model Agents

Indrajeet Mandal, Jitendra Soni, Mohd Zaki, Morten M. Smedskjaer, Katrin Wondraczek, Lothar Wondraczek, Nitya Nand Gosvami, N. M. Anoop Krishnan

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

Roadmap for using large language models (LLMs) to accelerate cross-disciplinary research with an example from computational biology

Ruian Ke, Ruy M. Ribeiro

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

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models

Chaozhuo Li, Pengbo Wang, Chenxu Wang, Litian Zhang, Zheng Liu, Qiwei Ye, Yuanbo Xu, Feiran Huang, Xi Zhang, Philip S. Yu

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） ； Shihezi University（石河子大学） ； Beihang University（北航） ； Beijing Academy of Artificial Intelligence（北京人工智能研究院） ； Jilin University（吉林大学） ； Central South University（中南大学） ； Jinan University（暨南大学） 纠错

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

Exploring the Capabilities of the Frontier Large Language Models for Nuclear Energy Research

Ahmed Almeldein, Mohammed Alnaggar, Rick Archibald, Tom Beck, Arpan Biswas, Rike Bostelmann, Wes Brewer, Chris Bryan, Christopher Calle, Cihangir Celik, Rajni Chahal, Jong Youl Choi, Arindam Chowdhury, Mark Cianciosa, Franklin Curtis, Gregory Davidson, Sebastian De Pascuale, Lisa Fassino, Ana Gainaru, Yashika Ghai, Luke Gibson, Qian Gong, Christopher Greulich, Scott Greenwood, Cory Hauck, Ehab Hassan, Rinkle Juneja, Soyoung Kang, Scott Klasky, Atul Kumar, Vineet Kumar, Paul Laiu, Calvin Lear, Yan-Ru Lin, Jono McConnell, Furkan Oz, Rishi Pillai, Anant Raj, Pradeep Ramuhalli, Marie Romedenne, Samantha Sabatino, José Salcedo-Pérez, Nathan D. See, Arpan Sircar, Punam Thankur, Tim Younkin, Xiao-Ying Yu, Prashant Jain, Tom Evans, Prasanna Balaprakash

机构 * Oak Ridge National Laboratory（橡树岭国家实验室） 纠错

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

Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval

Yongchan Chun, Minhyuk Kim, Dongjun Kim, Chanjun Park, Heuiseok Lim

机构 * Korea University（韩国大学） 纠错

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

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges

Zimo Ji, Daoyuan Wu, Wenyuan Jiang, Pingchuan Ma, Zongjie Li, Shuai Wang

机构 * Hong Kong University of Science and Technology（香港科技大学） ； D-INFK, ETH Zürich（ETH Zürich的D-INFK） 纠错

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

CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models

Junze Chen, Xinjie Yang, Cheng Yang, Junfei Bao, Zeyuan Guo, Yawen Li, Chuan Shi

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

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

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models

Khizar Anjum, Muhammad Arbab Arshad, Kadhim Hayawi, Efstathios Polyzos, Asadullah Tariq, Mohamed Adel Serhani, Laiba Batool, Brady Lund, Nishith Reddy Mannuru, Ravi Varma Kumar Bevara, Taslim Mahbub, Muhammad Zeeshan Akram, Sakib Shahriar

机构 * Rutgers University（罗切斯特大学） ； Iowa State University（爱荷华州立大学） ； Zayed University（扎耶德大学） ； United Arab Emirates University（阿拉伯联合酋长国大学） ； University of Sharjah（沙迦大学） ； University of North Texas（北德克萨斯大学） ； George Washington University（乔治·华盛顿大学） ； University of Louisville（路易斯维尔大学） ； University of Guelph（圭尔夫大学） 纠错

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

AUTOLAW: Enhancing Legal Compliance in Large Language Models via Case Law Generation and Jury-Inspired Deliberation

Tai D. Nguyen, Long H. Pham, Jun Sun

机构 * Singapore Management University（新加坡国立管理学院） 纠错

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

PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization

Yang Jiao, Xiaodong Wang, Kai Yang

机构 * Tongji University（同济大学） ； Columbia University（哥伦比亚大学） 纠错

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

Comments Accepted at SIGIR 2025

From Chat to Checkup: Can Large Language Models Assist in Diabetes Prediction?

Shadman Sakib, Oishy Fatema Akhand, Ajwad Abrar

机构 * Department of Computer Science and Engineering, Islamic University of Technology, Gazipur, Bangladesh（计算机科学与工程系，伊斯兰技术大学，加兹ipur，孟加拉国） 纠错

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

Comments Accepted in 1st IEEE QPAIN 2025

Dr. GPT Will See You Now, but Should It? Exploring the Benefits and Harms of Large Language Models in Medical Diagnosis using Crowdsourced Clinical Cases

Bonam Mingole, Aditya Majumdar, Firdaus Ahmed Choudhury, Jennifer L. Kraschnewski, Shyam S. Sundar, Amulya Yadav

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

QuantMCP: Grounding Large Language Models in Verifiable Financial Reality

Yifan Zeng

机构 * Sun Yat-sen University, Guangzhou, China（中山大学） 纠错

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

Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?

Sein Kim, Hongseok Kang, Kibum Kim, Jiwan Kim, Donghyun Kim, Minchul Yang, Kwangjin Oh, Julian McAuley, Chanyoung Park

机构 * NAVER Corperation（NAVER公司） ； University of California San Diego（加州大学圣地亚哥分校） 纠错

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

Comments KDD 2025 Research Track

LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation

Bohao Wang, Feng Liu, Changwang Zhang, Jiawei Chen, Yudi Wu, Sheng Zhou, Xingyu Lou, Jun Wang, Yan Feng, Chun Chen, Can Wang

机构 * Zhejiang University（浙江大学） ； OPPO Co Ltd（OPPO公司） 纠错

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