语言大模型 / LLM - arXivDaily 专题

2504.14620 2025-10-27 cs.CL 90%

A Hierarchical Framework for Measuring Scientific Paper Innovation via Large Language Models

Hongming Tan, Shaoxiong Zhan, Fengwei Jia, Hai-Tao Zheng, Wai Kin Chan

机构 * Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China（清华大学深圳国际研究生院）； Pengcheng Laboratory, Shenzhen, 518055, China（鹏城实验室）

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

2510.21445 2025-10-27 cs.CL cs.AI cs.CV cs.LG 89%

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

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)

2510.21180 2025-10-27 cs.CL cs.SI 88%

Social Simulations with Large Language Model Risk Utopian Illusion

Ning Bian, Xianpei Han, Hongyu Lin, Baolei Wu, Jun Wang

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

2510.21524 2025-10-27 cs.AI 85%

EU-Agent-Bench: Measuring Illegal Behavior of LLM Agents Under EU Law

Ilija Lichkovski, Alexander Müller, Mariam Ibrahim, Tiwai Mhundwa

机构 * AI Safety Initiative Groningen（格罗宁根人工智能安全倡议）

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

Comments Accepted at the Workshop on Regulatable ML at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

2507.15887 2025-10-27 cs.SE cs.AI cs.CL cs.LG 82%

AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?

Ori Press, Brandon Amos, Haoyu Zhao, Yikai Wu, Samuel K. Ainsworth, Dominik Krupke, Patrick Kidger, Touqir Sajed, Bartolomeo Stellato, Jisun Park, Nathanael Bosch, Eli Meril, Albert Steppi, Arman Zharmagambetov, Fangzhao Zhang, David Perez-Pineiro, Alberto Mercurio, Ni Zhan, Talor Abramovich, Kilian Lieret, Hanlin Zhang, Shirley Huang, Matthias Bethge, Ofir Press

机构 * Tübingen AI Center, University of Tübingen（图宾根人工智能中心，图宾根大学）； Princeton University（普林斯顿大学）； Meta (FAIR)（Meta（FAIR））； TU Braunschweig（Braunschweig技术大学）； Cradle Bio ； LG Electronics Canada（LG加拿大电子公司）； Seoul National University（首尔国立大学）； Tel Aviv University（特拉维夫大学）； Quansight PBC ； Stanford University（斯坦福大学）； Norwegian University of Science and Technology（挪威科学与技术大学）； EPFL（苏黎世联邦理工学院）； Harvard University（哈佛大学）

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

2510.21083 2025-10-27 cs.CV 82%

Knowledge-Driven Vision-Language Model for Plexus Detection in Hirschsprung's Disease

Youssef Megahed, Atallah Madi, Dina El Demellawy, Adrian D. C. Chan

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

Comments Accepted into the ICAAI 2025 - The 9th International Conference on Advances in Artificial Intelligence

2510.20859 2025-10-27 q-bio.NC 82%

Vision-language models learn the geometry of human perceptual space

Craig Sanders, Billy Dickson, Sahaj Singh Maini, Robert Nosofsky, Zoran Tiganj

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

2508.05201 2025-10-27 cs.LG cs.AI cs.CL 80%

FAITH: A Framework for Assessing Intrinsic Tabular Hallucinations in Finance

Mengao Zhang, Jiayu Fu, Tanya Warrier, Yuwen Wang, Tianhui Tan, Ke-wei Huang

机构 * Asian Institute of Digital Finance, National University of Singapore（亚洲数字金融研究所，新加坡国立大学）

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

Comments 9 pages, AMC ICAIF'25

2506.02992 2025-10-27 cs.AI cs.CL cs.LG 80%

Mitigating Manipulation and Enhancing Persuasion: A Reflective Multi-Agent Approach for Legal Argument Generation

Li Zhang, Kevin D. Ashley

机构 * Intelligent Systems Program University of Pittsburgh Pittsburgh Pennsylvania USA ； Intelligent Systems Program University of Pittsburgh

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

Comments 13 pages, 2 figures, 2nd ConventicLe on Artificial Intelligence Regulation and Safety Workshop at ICAIL 2025

2510.20967 2025-10-27 cs.CV cs.AI 79%

3DReasonKnee: Advancing Grounded Reasoning in Medical Vision Language Models

Sraavya Sambara, Sung Eun Kim, Xiaoman Zhang, Luyang Luo, Shreya Johri, Mohammed Baharoon, Du Hyun Ro, Pranav Rajpurkar

机构 * Department of Biomedical Informatics, Harvard Medical School（生物医学信息学系，哈佛医学院）； Seoul National University Hospital（首尔国立大学医院）

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

2510.21228 2025-10-27 cs.CL cs.HC 77%

DispatchMAS: Fusing taxonomy and artificial intelligence agents for emergency medical services

Xiang Li, Huizi Yu, Wenkong Wang, Yiran Wu, Jiayan Zhou, Wenyue Hua, Xinxin Lin, Wenjia Tan, Lexuan Zhu, Bingyi Chen, Guang Chen, Ming-Li Chen, Yang Zhou, Zhao Li, Themistocles L. Assimes, Yongfeng Zhang, Qingyun Wu, Xin Ma, Lingyao Li, Lizhou Fan

机构 * Shandong University（山东大学）； The Chinese University of Hong Kong（香港中文大学）； Pennsylvania State University（宾夕法尼亚州立大学）； Stanford University School of Medicine（斯坦福大学医学院）； University of California（加州大学）； University of Macau（澳门大学）； New York University（纽约大学）； Broad Institute of MIT（MITBroad研究所）； The University of Hong Kong（香港大学）； Chinese Academy of Medical Sciences（中国医学科学院）； Peking Union Medical College（北京协和医学院）； Rutgers University（罗格斯大学）； University of South Florida（佛罗里达州立大学）

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

Comments 27 pages, 7 figures, 3 tables

2510.20279 2025-10-27 cs.LG 77%

ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows

Penghao Wang, Yuhao Zhou, Mengxuan Wu, Ziheng Qin, Bangyuan Zhu, Shengbin Huang, Xuanlei Zhao, Panpan Zhang, Xiaojiang Peng, Yuzhang Shang, Jianfei Yang, Zheng Zhu, Tianlong Chen, Zhangyang Wang, Kai Wang

机构 * NUS（国立新加坡大学）； NTU（国立科技大学）； SZTU（深圳技术大学）； UCF（佛罗里达大学）； GigaAI（GigaAI研究所）； UNC（北卡罗来纳大学教堂山分校）； UT Austin（得克萨斯大学奥斯汀分校）

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

2508.08730 2025-10-27 cs.CL 77%

Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation

Weibin Liao, Tianlong Wang, Yinghao Zhu, Yasha Wang, Junyi Gao, Liantao Ma

机构 * National Engineering Research Center For Software Engineering, Peking University（软件工程国家工程研究中心，北京大学）； School of Computer Science, Peking University（北京大学计算机学院）； School of Computing and Data Science, The University of Hong Kong（香港大学计算科学与数据科学学院）； Centre for Medical Informatics, University of Edinburgh（爱丁堡大学医学信息中心）； Health Data Research UK（英国健康数据研究）

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

Comments Accepted by NeurIPS 2025

2510.21508 2025-10-27 cs.HC cs.CR 75%

Actionable Cybersecurity Notifications for Smart Homes: A User Study on the Role of Length and Complexity

Victor Jüttner, Charlotte S. Löffler, Erik Buchmann

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

Comments This version of the article has been accepted for publication, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: https://doi.org/10.1007/978-3-032-07989-3_19

2509.24841 2025-10-27 cs.CL cs.AI 73%

A Hierarchical Error Framework for Reliable Automated Coding in Communication Research: Applications to Health and Political Communication

Zhilong Zhao, Yindi Liu

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

Comments Version 2: Enhanced clarification of precision-matching task characteristics and framework applicability conditions. 20 pages, 4 figures, 4 tables. Replication package available at https://doi.org/10.7910/DVN/NDXVLZ

2510.20362 2025-10-27 physics.comp-ph cond-mat.mtrl-sci cs.LG 70%

ComProScanner: A multi-agent based framework for composition-property structured data extraction from scientific literature

Aritra Roy, Enrico Grisan, John Buckeridge, Chiara Gattinoni

机构 * Energy, Materials and Environment Research Centre, London South Bank University, London SE1 0AA, UK.（能源、材料与环境研究中心，伦敦南银行大学）； Bioscience and Bioengineering Research Centre, London South Bank University, London SE1 0AA, UK.（生物科学与生物工程研究中心，伦敦南银行大学）； Department of Physics, Kings College London, London WC2R 2LS, UK.（物理系，国王学院伦敦）

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

2510.21370 2025-10-27 cs.MA cs.AI cs.CL cs.DL 62%

HIKMA: Human-Inspired Knowledge by Machine Agents through a Multi-Agent Framework for Semi-Autonomous Scientific Conferences

Zain Ul Abideen Tariq, Mahmood Al-Zubaidi, Uzair Shah, Marco Agus, Mowafa Househ

机构 * College of Science and Engineering, Hamad Bin Khalifa University, Qatar（科学与工程学院，哈马德·本·哈利法大学，卡塔尔）

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

2509.26017 2025-10-27 cs.LG cs.CL 62%

FITS: Towards an AI-Driven Fashion Information Tool for Sustainability

Daphne Theodorakopoulos, Elisabeth Eberling, Miriam Bodenheimer, Sabine Loos, Frederic Stahl

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

Journal ref Frontiers in Artificial Intelligence and Applications Volume 413: ECAI 2025 (2025) 1205-1212

2510.21551 2025-10-27 cs.LG 57%

Interpretable Multimodal Zero-Shot ECG Diagnosis via Structured Clinical Knowledge Alignment

Jialu Tang, Hung Manh Pham, Ignace De Lathauwer, Henk S. Schipper, Yuan Lu, Dong Ma, Aaqib Saeed

机构 * Eindhoven University of Technology（埃因霍温理工大学）； Singapore Management University（新加坡管理大学）； Maxima Medical Center（马克斯医疗中心）； Erasmus Medical Center（埃因霍温医学院）

专题命中领域大模型：LLM(abstract)；分类 cs.LG

2507.14193 2025-10-27 cs.GT cs.AI cs.CY 57%

Modeling the Economic Impacts of AI Openness Regulation

Tori Qiu, Benjamin Laufer, Jon Kleinberg, Hoda Heidari

机构 * Carnegie Mellon University（卡内基梅隆大学）； Cornell Tech（康奈尔科技）； Cornell University（康奈尔大学）

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

2510.21209 2025-10-27 eess.AS cs.SD 50%

SpecTokenizer: A Lightweight Streaming Codec in the Compressed Spectrum Domain

Zixiang Wan, Guochang Zhang, Yifeng He, Jianqiang Wei

机构 * Audio Innovation Technology Department（音频创新技术部）； School of Computer Science（计算机科学学院）

专题命中领域大模型：language model(abstract)

Comments Accepted by Interspeech 2025; 5 pages, 1 figure, 5 tables

2510.21000 2025-10-27 cs.CV 50%

BioDet: Boosting Industrial Object Detection with Image Preprocessing Strategies

Jiaqi Hu, Hongli Xu, Junwen Huang, Peter KT Yu, Slobodan Ilic, Benjamin Busam

机构 * Technical University of Munich（慕尼黑技术大学）； XYZ Robotics（XYZ机器人）

专题命中领域大模型：foundation model(abstract)

Comments 8 pages, accepted by ICCV 2025 R6D

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