语言大模型 / LLM

Large Language Model Aided QoS Prediction for Service Recommendation

Huiying Liu, Zekun Zhang, Honghao Li, Qilin Wu, Yiwen Zhang

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； Anhui University（安徽大学） ； Department of Computer Science（计算机科学系） ； Stony Brook University（石溪大学） ； School of Information Engineering（信息工程学院） ； Chaohu University（合肥学院） 纠错

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

Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation

Kristine Ann M. Carandang, Jasper Meynard P. Araña, Ethan Robert A. Casin, Christopher P. Monterola, Daniel Stanley Y. Tan, Jesus Felix B. Valenzuela, Christian M. Alis

机构 * Analytics, Computing & Complex Systems Laboratory（分析、计算与复杂系统实验室） ； Asian Institute of Management（亚洲管理学院） 纠错

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

Ethical Considerations of Large Language Models in Game Playing

Qingquan Zhang, Yuchen Li, Bo Yuan, Julian Togelius, Georgios N. Yannakakis, Jialin Liu

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； Southern University of Science and Technology（南方科技大学） ； Tandon School of Engineering（Tandon工程学院） ； New York University（纽约大学） ； Institute of Digital Games（数字游戏研究所） ； University of Malta（马耳他大学） ； School of Data Science（数据科学学院） ； Lingnan University（岭南大学） 纠错

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

Comments 19 pages

Journal ref Frontiers of Computer Science (2025)

Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models

Yuanchen Zhou, Shuo Jiang, Jie Zhu, Junhui Li, Lifan Guo, Feng Chen, Chi Zhang

机构 * School of Computer Science and Technology, Soochow University（苏州大学计算机科学与技术学院） ； Qwen DianJin Team, Alibaba Cloud Computing（阿里云量子金融团队） 纠错

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

Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval

Shengjie Ma, Qi Chu, Jiaxin Mao, Xuhui Jiang, Haozhe Duan, Chong Chen

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学耿丽人工智能学院） ； Beijing Normal University（北京师范大学） ； DataArc Tech Ltd.（数据弧科技有限公司） ； Huawei Cloud BU（华为云业务单元） 纠错

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

Selection and Exploitation of High-Quality Knowledge from Large Language Models for Recommendation

Guanchen Wang, Mingming Ha, Tianbao Ma, Linxun Chen, Zhaojie Liu, Guorui Zhou, Kun Gai

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

Role of Large Language Models and Retrieval-Augmented Generation for Accelerating Crystalline Material Discovery: A Systematic Review

Agada Joseph Oche, Arpan Biswas

机构 * Bredesen Center for Interdisciplinary Research, University of Tennessee, Knoxville, USA（跨学科研究中心，田纳西大学，诺克斯维尔，美国） ； University of Tennessee-Oak Ridge Innovation Institute, University of Tennessee, Knoxville, USA（田纳西大学橡树岭创新研究所，田纳西大学，诺克斯维尔，美国） 纠错

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

Comments 10 pages, 2 figures

Large Language Models Don't Make Sense of Word Problems. A Scoping Review from a Mathematics Education Perspective

Anselm R. Strohmaier, Wim Van Dooren, Kathrin Seßler, Brian Greer, Lieven Verschaffel

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

Comments v2: added analyses for GPT-5, also leading to small adjustments in the text, no major new interpretations

Enhancing Decision Analysis with a Large Language Model: pyDecision a Comprehensive Library of MCDA Methods in Python

Valdecy Pereira, Marcio Pereira Basilio, Carlos Henrique Tarjano SantosCarlos Henrique Tarjano Santos

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

Comments 23 pages, 2 figures

Can Large Language Models Bridge the Gap in Environmental Knowledge?

Linda Smail, David Santandreu Calonge, Firuz Kamalov, Nur H. Orak

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

Comments 20 pages, 3 figures, 7 tables. No external funding

TMIQ: Quantifying Test and Measurement Domain Intelligence in Large Language Models

Emmanuel A. Olowe, Danial Chitnis

机构 * School of Engineering The University of Edinburgh Edinburgh, UK（工程学院 伦敦大学爱丁堡分校 英国） 纠错

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

Comments accepted in IEEE I2MTC 2025

Journal ref 2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Differentiating hype from practical applications of large language models in medicine -- a primer for healthcare professionals

Elisha D. O. Roberson

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

Comments 7 pages main document text, 2 figures. A basic primer on the potential and dangers of AI generally and LLMs specifically in the medical care system. Targeted to *non-expert* healthcare workers without experience in AI or LLMs

Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models

Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Jianwei Wan, Kai Xu, Jiajun Huang, Shengbo Ma, Bing Wang, Xuan Zhou, Guanglei Bao, Donghui Zhang, Liu Tang, Qi Liu

机构 * East China Normal University \& PingCAP, China ； East China Normal University, China 纠错

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

Comments 14 pages, 10 figures

Journal ref Proceedings of the VLDB Endowment, Vol. 18, No. 12, pp. 5086 - 5099, 2025

Navigating the Risks of Using Large Language Models for Text Annotation in Social Science Research

Hao Lin, Yongjun Zhang

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

Bridging the Digital Divide: Small Language Models as a Pathway for Physics and Photonics Education in Underdeveloped Regions

Asghar Ghorbani, Hanieh Fattahi

机构 * LLM venture（LLM创业公司） ； Max Planck Institute for the Science of Light（马克斯·普朗克光科学研究所） ； Friedrich-Alexander-Universität Erlangen-Nürnberg（埃尔兰根-纽伦堡弗里德里希-亚历山大大学） 纠错

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

Improving Drug Identification in Overdose Death Surveillance using Large Language Models

Arthur J. Funnell, Panayiotis Petousis, Fabrice Harel-Canada, Ruby Romero, Alex A. T. Bui, Adam Koncsol, Hritika Chaturvedi, Chelsea Shover, David Goodman-Meza

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

Comments 30 pages, 1 figure, 4 tables, 2 supplemental figures, 4 supplemental tables, submitted to Journal of Forensic Sciences (JFS)

MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation

Weicong Qin, Yi Xu, Weijie Yu, Chenglei Shen, Xiao Zhang, Ming He, Jianping Fan, Jun Xu

机构 * Gaoling School of Artificial Intelligence（北京理工大学人工智能学院） ； Renmin University of China（中国人民大学） ； School of Information Technology and Management（信息科技与管理学院） ； University of International Business and Economics（国际商务经济大学） ； AI Lab at Lenovo Research（联想研究院人工智能实验室） 纠错

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

Comments First 2 authors contributes equally to this work, accepted by RecSys'25 spotlight oral. Corresponding author is Weijie Yu(yu@uibe.edu.cn)

Large Language Model for Extracting Complex Contract Information in Industrial Scenes

Yunyang Cao, Yanjun Li, Silong Dai

机构 * Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai, China（上海智能自主系统研究院，同济大学） ； School of Computer Science and Technology, East China Normal University, Shanghai, China（计算机科学与技术学院，华东师范大学） 纠错

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

Journal ref Proceedings of the 42nd International Conference on Machine Learning Workshop NewInML, Vancouver, Canada. PMLR 267, 2025

CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation

Guangya Yu, Yanhao Li, Zongying Jiang, Yuxiong Jin, Li Dai, Yupian Lin, Ruihui Hou, Weiyan Zhang, Yongqi Fan, Qi Ye, Jingping Liu, Tong Ruan

机构 * School of Information Science and Engineering, East China University of Science and Technology（信息科学与工程学院，东华大学） 纠错

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

Comments 2025 ACL Findings

OASBuilder: Generating OpenAPI Specifications from Online API Documentation with Large Language Models

Koren Lazar, Matan Vetzler, Kiran Kate, Jason Tsay, David Boaz Himanshu Gupta, Avraham Shinnar, Rohith D Vallam, David Amid Esther Goldbraich, Guy Uziel, Jim Laredo, Ateret Anaby Tavor

机构 * IBM Research（IBM研究院） 纠错

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

Evaluating the capability of large language models to personalize science texts for diverse middle-school-age learners

Michael Vaccaro, Mikayla Friday, Arash Zaghi

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

Comments 20 pages, 3 figures

Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization

Harshith Manjunath, Lucas Heublein, Tobias Feigl, Felix Ott

机构 * Fraunhofer Institute for Integrated Circuits IIS（弗劳恩霍夫集成电路研究所） 纠错

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

Journal ref IEEE Wireless Communications and Networking Conference (WCNC), March 2025, Milan, Italy

The Application of Large Language Models on Major Depressive Disorder Support Based on African Natural Products

Linyan Zou

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

Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models

Christian Jaumann, Annemarie Friedrich, Rainer Lienhart

机构 * University of Augsburg（奥格斯堡大学） 纠错

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

Comments Accepted at 5th Workshop on Scholarly Document Processing @ ACL 2025

Evaluating Large Language Models for Multimodal Simulated Ophthalmic Decision-Making in Diabetic Retinopathy and Glaucoma Screening

Cindy Lie Tabuse, David Restepo, Carolina Gracitelli, Fernando Korn Malerbi, Caio Regatieri, Luis Filipe Nakayama

机构 * Ophthalmology Department, São Paulo Federal University（圣保罗联邦大学眼科部） ； Université Paris-Saclay, CentraleSupélec, Mathematics and Computer Science Laboratory（巴黎萨克莱大学、中央超导实验室数学与计算机科学实验室） ； Laboratory for Computational Physiology, Massachusetts Institute of Technology（计算生理学实验室、麻省理工学院） 纠错

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

An Automatic Graph Construction Framework based on Large Language Models for Recommendation

Rong Shan, Jianghao Lin, Chenxu Zhu, Bo Chen, Menghui Zhu, Kangning Zhang, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang

机构 * Shanghai Jiao Tong University（上海交通大学） ； Huawei Noah's Ark Lab（华为诺亚实验室） 纠错

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

Comments Accepted by KDD'25

A Comparative Study of Recent Large Language Models on Generating Hospital Discharge Summaries for Lung Cancer Patients

Yiming Li, Fang Li, Kirk Roberts, Licong Cui, Cui Tao, Hua Xu

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

MobiVerse: Scaling Urban Mobility Simulation with Hybrid Lightweight Domain-Specific Generator and Large Language Models

Yifan Liu, Xishun Liao, Haoxuan Ma, Jonathan Liu, Rohan Jadhav, Jiaqi Ma

机构 * UCLA Mobility Lab under the Department of Civil and Environmental Engineering, University of California, Los Angeles（加州大学洛杉矶分校土木与环境工程系移动实验室） 纠错

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

LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation

Yingzhi He, Xiaohao Liu, An Zhang, Yunshan Ma, Tat-Seng Chua

机构 * National University of Singapore（新加坡国立大学） ； University of Science and Technology of China（中国科学技术大学） ； Singapore Management University（新加坡管理学院） 纠错

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

Comments KDD 2025

From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models

Yihong Tang, Ao Qu, Xujing Yu, Weipeng Deng, Jun Ma, Jinhua Zhao, Lijun Sun

机构 * McGill University（麦吉尔大学） ； Massachusetts Institute of Technology（麻省理工学院） ； The University of Hong Kong（香港大学） 纠错

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