arXivDaily arXiv每日学术速递 周一至周五更新

AI 大模型

语言大模型 / LLM

大语言模型、预训练、指令微调、后训练和语言模型应用。

2025-08-19 至 2025-08-19 共收录 22 信号源:cs.CL, cs.AI, cs.LG

1. 领域大模型 22 篇

2508.11873 2025-08-19 cs.CY cs.AI cs.HC cs.MM 89%

SimInterview: Transforming Business Education through Large Language Model-Based Simulated Multilingual Interview Training System

Truong Thanh Hung Nguyen, Tran Diem Quynh Nguyen, Hoang Loc Cao, Thi Cam Thanh Tran, Thi Cam Mai Truong, Hung Cao

机构 * Analytics Everywhere Lab, University of New Brunswick, Canada(新不伦瑞克大学分析 everywhere 实验室) University of Foreign Language Studies, University of Danang, Vietnam(越南丹绒大学外语学院) Faculty of Information Technology, University of Science, VNU-HCM, Vietnam(越南胡志明市大学信息科技学院) Faculty of Economics and Accounting, Quy Nhon University, Vietnam(越南奎隆大学经济与会计学院) Faculty of Natural Sciences, Quy Nhon University, Vietnam(越南奎隆大学自然科学学院)

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 as a conference paper at ICEFM 2025

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2508.11784 2025-08-19 cs.IR cs.LG 89%

Ontology-Guided Query Expansion for Biomedical Document Retrieval using Large Language Models

Zabir Al Nazi, Vagelis Hristidis, Aaron Lawson McLean, Jannat Ara Meem, Md Taukir Azam Chowdhury

机构 * University of California Riverside(加州大学河滨分校) Friedrich Schiller University Jena(施莱尔大学耶拿分校)

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

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2505.15747 2025-08-19 cs.LG cs.AI 88%

Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs

Kanan Kiguchi, Yunhao Tu, Katsuhiro Ajito, Fady Alnajjar, Kazuyuki Murase

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

Comments 38 pages, 8 figures, 4 tables

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2508.11698 2025-08-19 cs.CY 88%

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study

Sai Sanjna Chintakunta, Nathalia Nascimento, Everton Guimaraes

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

Comments 20 pages Submitted (under review)

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2508.11894 2025-08-19 cs.AI 85%

QuarkMed Medical Foundation Model Technical Report

Ao Li, Bin Yan, Bingfeng Cai, Chenxi Li, Cunzhong Zhao, Fugen Yao, Gaoqiang Liu, Guanjun Jiang, Jian Xu, Liang Dong, Liansheng Sun, Rongshen Zhang, Xiaolei Gui, Xin Liu, Xin Shang, Yao Wu, Yu Cao, Zhenxin Ma, Zhuang Jia

机构 * Quark Medical Team, Alibaba Group(阿里集团量子医疗团队)

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

Comments 20 pages

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2508.11816 2025-08-19 cs.CL 85%

LLM-Guided Planning and Summary-Based Scientific Text Simplification: DS@GT at CLEF 2025 SimpleText

Krishna Chaitanya Marturi, Heba H. Elwazzan

机构 * Georgia Institute of Technology(佐治亚理工学院)

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

Comments Text Simplification, hallucination detection, LLMs, CLEF 2025, SimpleText, CEUR-WS

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2508.11717 2025-08-19 cs.SE 85%

WIP: Leveraging LLMs for Enforcing Design Principles in Student Code: Analysis of Prompting Strategies and RAG

Dhruv Kolhatkar, Soubhagya Akkena, Edward F. Gehringer

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

Comments Accepted for presentation at the Frontiers in Education Conference, Nashville, Tennessee, USA, 2-5 November 2025

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2508.11671 2025-08-19 cs.IR cs.AI cs.LG cs.MA 84%

LLM-Based Intelligent Agents for Music Recommendation: A Comparison with Classical Content-Based Filtering

Ronald Carvalho Boadana, Ademir Guimarães da Costa Junior, Ricardo Rios, Fábio Santos da Silva

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

Comments 12 pages, in Portuguese language, 2 figures, 5 tables, 3 formulas. To be published in the Proceedings of the Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2025)

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2311.01301 2025-08-19 cs.LG cs.AI stat.ME 81%

TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models

Javier González, Risa Ueno, Cliff Wong, Zelalem Gero, Jass Bagga, Isabel Chien, Eduard Oravkin, Emre Kiciman, Aditya Nori, Roshanthi Weerasinghe, Rom S. Leidner, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon

机构 * Microsoft(微软公司) University of Cambridge(剑桥大学) University of Oxford(牛津大学) Providence Genomics(普罗维登斯基因组学)

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

Comments 4 figures, 1 table

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2505.13757 2025-08-19 cs.IR cs.CL 79%

CoRank: LLM-Based Compact Reranking with Document Features for Scientific Retrieval

Runchu Tian, Xueqiang Xu, Bowen Jin, SeongKu Kang, Jiawei Han

机构 * University of Illinois \ -Champaign Urbana United States Korea University Seoul South Korea University of Illinois \ -Champaign Korea University

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

Comments 12 pages, 5 figures

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2505.14978 2025-08-19 cs.SE cs.AI cs.LG 79%

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation

Ghasem Pasandi, Kishor Kunal, Varun Tej, Kunjal Shah, Hanfei Sun, Sumit Jain, Chunhui Li, Chenhui Deng, Teodor-Dumitru Ene, Haoxing Ren, Sreedhar Pratty

机构 * Nvidia Corp.(英伟达公司)

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

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2508.12861 2025-08-19 cs.CV 78%

Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models

Dexia Chen, Wentao Zhang, Qianjie Zhu, Ping Hu, Weibing Li, Tong Zhang, Ruixuan Wang

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

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2508.11823 2025-08-19 cs.CL 77%

Hallucination Detection and Mitigation in Scientific Text Simplification using Ensemble Approaches: DS@GT at CLEF 2025 SimpleText

Krishna Chaitanya Marturi, Heba H. Elwazzan

机构 * Georgia Institute of Technology(佐治亚理工学院)

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

Comments Text Simplification, hallucination detection, LLMs, CLEF 2025, SimpleText, CEUR-WS

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2508.11738 2025-08-19 cs.CY cs.AI cs.CV 77%

Artificial Intelligence in Rural Healthcare Delivery: Bridging Gaps and Enhancing Equity through Innovation

Kiruthika Balakrishnan, Durgadevi Velusamy, Hana E. Hinkle, Zhi Li, Karthikeyan Ramasamy, Hikmat Khan, Srini Ramaswamy, Pir Masoom Shah

机构 * University of Illinois College of Medicine Rockford(伊利诺伊大学罗克福德医学院) National Center for Rural Health Professions(农村健康专业中心) Sri Sivasubramaniya Nadar College of Engineering(塞维萨布拉曼尼亚那德尔工程学院) M. Kumarasamy College of Engineering(M. Kumarasamy 工程学院) The Ohio State University Wexner Medical Center(俄亥俄州立大学韦克斯纳医疗中心) iWorks Corporation(iWorks 公司) Central South University(中南大学) Bacha Khan University(巴哈汗大学)

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

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2412.16976 2025-08-19 cs.CL cs.AI 73%

On Fusing ChatGPT and Ensemble Learning in Discon-tinuous Named Entity Recognition in Health Corpora

Tzu-Chieh Chen, Wen-Yang Lin

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

Comments 13 pages; a short version named "Beyond GPT-NER: ChatGPT as Ensemble Arbitrator for Discontinuous Named Entity Recognition in Health Corpora" has been accpeted for presentation at MedInfo2025

Journal ref Studies in Health Technology and Informatics, vol. 329, pp. 794-798, 2025

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2506.24039 2025-08-19 cs.CV cs.HC 71%

Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data

Shubhabrata Mukherjee, Jack Lang, Obeen Kwon, Iryna Zenyuk, Valerie Brogden, Adam Weber, Daniela Ushizima

机构 * Lawrence Berkeley National Laboratory(伯克利国家实验室) University of California, Irvine(加州大学尔湾分校) University of California, Berkeley(加州大学伯克利分校) Covalent Metrology(协力计量)

专题命中 领域大模型 :foundation model(title)

Comments This paper has been accepted for presentation at the 59th International Conference on Parallel Processing (ICPP 2025), DRAI workshop

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2508.12683 2025-08-19 cs.MA cs.AI 70%

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications

David J. Moore

机构 * Independent Researcher(独立研究者)

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

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2507.20327 2025-08-19 cs.IR 67%

TADT-CSA: Temporal Advantage Decision Transformer with Contrastive State Abstraction for Generative Recommendation

Xiang Gao, Tianyuan Liu, Yisha Li, Jingxin Liu, Lexi Gao, Xin Li, Haiyang Lu, Liyin Hong

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

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2508.11721 2025-08-19 cs.CV cs.AI 57%

FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis

Ke Zou, Jocelyn Hui Lin Goh, Yukun Zhou, Tian Lin, Samantha Min Er Yew, Sahana Srinivasan, Meng Wang, Rui Santos, Gabor M. Somfai, Huazhu Fu, Haoyu Chen, Pearse A. Keane, Ching-Yu Cheng, Yih Chung Tham

机构 * Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore(新加坡国立大学 Yong Loo Lin 医学院眼科系) Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore(新加坡国立大学 Yong Loo Lin 医学院创新与精准眼科健康中心) Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore(新加坡眼科研究院) Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore(杜克-国立新加坡大学医学学校眼科与视觉科学学术临床项目) Centre for Medical Image Computing, University College London, London, United Kingdom(伦敦大学学院医学图像计算中心) Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong, Shantou, China(汕尾国际眼科中心,汕尾大学及香港中文大学) Department of Ophthalmology, Stadtspital Zürich, Zurich, Switzerland(苏黎世州立医院眼科部) Spross Research Institute, Zurich, Switzerland(苏黎世 Spross 研究院) Institute of High Performance Computing, A*STAR, Singapore(新加坡 A*STAR 高性能计算研究院) NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom(英国国家健康服务基金会 Moorfields 眼科医院生物医学研究中心) Institute of Ophthalmology, University College London, London, United Kingdom(伦敦大学学院眼科研究院)

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

Comments 12 pages, 3 figures

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2508.12290 2025-08-19 cs.CV 50%

CLAIR: CLIP-Aided Weakly Supervised Zero-Shot Cross-Domain Image Retrieval

Chor Boon Tan, Conghui Hu, Gim Hee Lee

机构 * School of Computing National University of Singapore(计算学院国立新加坡大学)

专题命中 领域大模型 :foundation model(abstract)

Comments BMVC 2025

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2508.12108 2025-08-19 cs.CV 50%

VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine

Ziyang Zhang, Yang Yu, Xulei Yang, Si Yong Yeo

机构 * MedVisAI Lab Department of ECE Northwestern University(MedVisAI实验室 电子工程系 西北大学) Institute for Infocomm Research (I 2 R) A*STAR, Singapore(信息与通信研究所(I 2 R)A*STAR,新加坡) MedVisAI Lab Lee Kong Chian School of Medicine, Nanyang Technological University(MedVisAI实验室 李科田医学院,南洋理工大学)

专题命中 领域大模型 :language model(abstract)

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2503.12910 2025-08-19 cs.CV 50%

AFR-CLIP: Enhancing Zero-Shot Industrial Anomaly Detection with Stateless-to-Stateful Anomaly Feature Rectification

Jingyi Yuan, Chenqiang Gao, Pengyu Jie, Xuan Xia, Shangri Huang, Wanquan Liu

专题命中 领域大模型 :prompting(abstract)

Comments There was some citation error in the last version. So please read the 3rd version

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