语言大模型 / LLM - arXivDaily 专题

2510.15227 2025-10-20 eess.AS cs.SD 88%

LongCat-Audio-Codec: An Audio Tokenizer and Detokenizer Solution Designed for Speech Large Language Models

Xiaohan Zhao, Hongyu Xiang, Shengze Ye, Song Li, Zhengkun Tian, Guanyu Chen, Ke Ding, Guanglu Wan

机构 * LongCat Team（LongCat团队）； Meituan（美团）

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2502.11671 2025-10-16 cs.CL cs.AI cs.LG 88%

Diversity-oriented Data Augmentation with Large Language Models

Zaitian Wang, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu, Pengfei Wang, Yuanchun Zhou

机构 * Computer Network Information Center, CAS（中国科学院计算机网络信息中心）； University of Chinese Academy of Sciences（中国科学院大学）； Portland State University（波特兰州立大学）

专题命中预训练与数据：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to ACL 2025

2510.07321 2025-10-10 cs.HC econ.GN q-fin.EC 88%

How human is the machine? Evidence from 66,000 Conversations with Large Language Models

Antonios Stamatogiannakis, Arsham Ghodsinia, Sepehr Etminanrad, Dilney Gonçalves, David Santos

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2508.12190 2025-09-26 eess.IV cs.CV 88%

DermINO: Hybrid Pretraining for a Versatile Dermatology Foundation Model

Jingkai Xu, De Cheng, Xiangqian Zhao, Jungang Yang, Zilong Wang, Xinyang Jiang, Xufang Luo, Lili Chen, Xiaoli Ning, Chengxu Li, Xinzhu Zhou, Xuejiao Song, Ang Li, Qingyue Xia, Zhou Zhuang, Hongfei Ouyang, Ke Xue, Yujun Sheng, Rusong Meng, Feng Xu, Xi Yang, Weimin Ma, Yusheng Lee, Dongsheng Li, Xinbo Gao, Jianming Liang, Lili Qiu, Nannan Wang, Xianbo Zuo, Cui Yong

机构 * Microsoft Research Asia（微软亚洲研究院）； Peking University China-Japan Friendship School of Clinical Medicine（北京大学中国日友好临床医学学院）； Scientific-skincare Innovation Alliance (SIA)（科学护肤创新联盟（SIA））

专题命中预训练与数据：foundation model(title,abstract)；pretraining(title,abstract)

2509.18839 2025-09-24 cs.CV 88%

Benchmarking Vision-Language and Multimodal Large Language Models in Zero-shot and Few-shot Scenarios: A study on Christian Iconography

Gianmarco Spinaci, Lukas Klic, Giovanni Colavizza

机构 * Gianmarco Spinaci Department of Classical Philology and Italian Studies, University of Bologna, Italy Villa i Tatti, The Harvard University Center for Italian Renaissance Studies, Florence, Italy（Gianmarco Spinaci 文艺复兴研究系，博洛尼亚大学，意大利塔蒂别墅，哈佛大学意大利文艺复兴研究中心，佛罗伦萨，意大利）； Lukas Klic Villa i Tatti, The Harvard University Center for Italian Renaissance Studies, Florence, Italy（Lukas Klic 塔蒂别墅，哈佛大学意大利文艺复兴研究中心，佛罗伦萨，意大利）； Giovanni Colavizza Department of Classical Philology and Italian Studies, University of Bologna, Italy Department of Communication, University of Copenhagen, Denmark（Giovanni Colavizza 文艺复兴研究系，博洛尼亚大学，意大利传播系，哥本哈根大学，丹麦）

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments 11 pages, 2 figures

2409.18858 2025-07-16 cs.CR 88%

Predicting memorization within Large Language Models fine-tuned for classification

Jérémie Dentan, Davide Buscaldi, Aymen Shabou, Sonia Vanier

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments This paper has been accepted for publication at ECAI 2025

2507.06141 2025-07-09 cs.HC 88%

Large Language Models Predict Human Well-being -- But Not Equally Everywhere

Pat Pataranutaporn, Nattavudh Powdthavee, Chayapatr Archiwaranguprok, Pattie Maes

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2503.15195 2025-06-24 cs.CV 88%

Benchmarking Large Language Models for Handwritten Text Recognition

Giorgia Crosilla, Lukas Klic, Giovanni Colavizza

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2506.03024 2025-06-04 cs.SE 88%

GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models

Madhusudan Srinivasan, Jubril Abdel

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2409.14281 2025-03-07 cs.HC 88%

Creative Writers' Attitudes on Writing as Training Data for Large Language Models

Katy Ilonka Gero, Meera Desai, Carly Schnitzler, Nayun Eom, Jack Cushman, Elena L. Glassman

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments CHI 25

2502.16911 2025-02-25 cs.CV 88%

SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models

Kevin Miller, Samarth Mishra, Aditya Gangrade, Kate Saenko, Venkatesh Saligrama

专题命中预训练与数据：language model(title,abstract)；prompting(title)；large language model(abstract)

2502.16086 2025-02-25 cs.CR 88%

Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack

Chenxi Dai, Lin Lu, Pan Zhou

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments 12 pages, 5 figures

2502.13539 2025-02-20 cs.IR 88%

Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models

Yunjia Xi, Muyan Weng, Wen Chen, Chao Yi, Dian Chen, Gaoyang Guo, Mao Zhang, Jian Wu, Yuning Jiang, Qingwen Liu, Yong Yu, Weinan Zhang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments 15 pages

2502.06253 2025-02-19 q-bio.GN 88%

Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models

Wang Liang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments 31 pages,8 figures

2412.14062 2025-01-20 cs.HC cs.CY 88%

Understanding and Evaluating Trust in Generative AI and Large Language Models for Spreadsheets

Simon Thorne

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Journal ref Proceedings of the EuSpRIG 2024 Conference "Spreadsheet Productivity & Risks" ISBN : 978-1-905404-59-9

2401.17788 2024-11-20 cond-mat.mtrl-sci 88%

A Prompt-Engineered Large Language Model, Deep Learning Workflow for Materials Classification

Siyu Liu, Tongqi Wen, A. S. L. Subrahmanyam Pattamatta, David J. Srolovitz

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2410.11300 2024-10-16 cs.SE 88%

Instructive Code Retriever: Learn from Large Language Model's Feedback for Code Intelligence Tasks

Jiawei Lu, Haoye Wang, Zhongxin Liu, Keyu Liang, Lingfeng Bao, Xiaohu Yang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments to appear at the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024)

2407.08683 2024-10-14 cs.CV 88%

SEED-Story: Multimodal Long Story Generation with Large Language Model

Shuai Yang, Yuying Ge, Yang Li, Yukang Chen, Yixiao Ge, Ying Shan, Yingcong Chen

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments Our models, codes and datasets are released in https://github.com/TencentARC/SEED-Story

2409.19021 2024-10-01 hep-ph physics.ed-ph 88%

ChatQCD: Let Large Language Models Explore QCD

Antonin Sulc, Patrick L. S. Connor

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments 3 pages, 0 figure, conference proceedings

2409.06166 2024-09-11 cs.CV 88%

Revisiting Prompt Pretraining of Vision-Language Models

Zhenyuan Chen, Lingfeng Yang, Shuo Chen, Zhaowei Chen, Jiajun Liang, Xiang Li

专题命中预训练与数据：language model(title,abstract)；pretraining(title,abstract)

2407.03286 2024-07-04 cs.DB 88%

Large Language Models for JSON Schema Discovery

Michael J. Mior

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2404.14991 2024-06-18 cs.IR 88%

A Short Review for Ontology Learning: Stride to Large Language Models Trend

Rick Du, Huilong An, Keyu Wang, Weidong Liu

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2406.04659 2024-06-10 cs.CV 88%

LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model

Dongkai Wang, Shiyu Xuan, Shiliang Zhang

专题命中预训练与数据：language model(title,abstract)；large language model(title)；LLM(abstract)

Comments CVPR2024

2405.00516 2024-05-31 cs.LG cs.AI cs.CL 88%

Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning

Lucas-Andreï Thil, Mirela Popa, Gerasimos Spanakis

专题命中预训练与数据：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI、cs.LG

Comments ACM 2024, Avila Spain. 9 pages

Journal ref Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

2402.02314 2024-05-29 cs.LG cs.AI cs.CL 88%

Selecting Large Language Model to Fine-tune via Rectified Scaling Law

Haowei Lin, Baizhou Huang, Haotian Ye, Qinyu Chen, Zihao Wang, Sujian Li, Jianzhu Ma, Xiaojun Wan, James Zou, Yitao Liang

专题命中预训练与数据：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Journal ref ICML 2024

2405.11466 2024-05-21 cs.SE 88%

Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code

Aftab Hussain, Md Rafiqul Islam Rabin, Mohammad Amin Alipour

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments This work has been accepted at the 1st ACM International Conference on AI-powered Software (AIware), co-located with the ACM International Conference on the Foundations of Software Engineering (FSE) 2024, Porto de Galinhas, Brazil. arXiv admin note: substantial text overlap with arXiv:2402.12936

2405.04164 2024-05-08 cs.CV 88%

Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation

Ryan Wong, Necati Cihan Camgoz, Richard Bowden

专题命中预训练与数据：language model(title,abstract)；large language model(title)；pretraining(abstract)

Comments Accepted at ICLR2024

2404.16118 2024-04-26 cs.CR 88%

Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models

Daniel Reti, Norman Becker, Tillmann Angeli, Anasuya Chattopadhyay, Daniel Schneider, Sebastian Vollmer, Hans D. Schotten

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

Comments 12 pages

2403.20317 2024-04-01 cs.CV 88%

Convolutional Prompting meets Language Models for Continual Learning

Anurag Roy, Riddhiman Moulick, Vinay K. Verma, Saptarshi Ghosh, Abir Das

专题命中预训练与数据：language model(title,abstract)；prompting(title)；large language model(abstract)

Comments CVPR 2024 Camera Ready

2403.16948 2024-03-26 cs.IR 88%

Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling

Jie Wang, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

1. 预训练与数据 12365 篇

LongCat-Audio-Codec: An Audio Tokenizer and Detokenizer Solution Designed for Speech Large Language Models

Diversity-oriented Data Augmentation with Large Language Models

How human is the machine? Evidence from 66,000 Conversations with Large Language Models

DermINO: Hybrid Pretraining for a Versatile Dermatology Foundation Model

Benchmarking Vision-Language and Multimodal Large Language Models in Zero-shot and Few-shot Scenarios: A study on Christian Iconography

Predicting memorization within Large Language Models fine-tuned for classification

Large Language Models Predict Human Well-being -- But Not Equally Everywhere

Benchmarking Large Language Models for Handwritten Text Recognition

GenFair: Systematic Test Generation for Fairness Fault Detection in Large Language Models

Creative Writers' Attitudes on Writing as Training Data for Large Language Models

SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models

Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack

Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models

Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models

Understanding and Evaluating Trust in Generative AI and Large Language Models for Spreadsheets

A Prompt-Engineered Large Language Model, Deep Learning Workflow for Materials Classification

Instructive Code Retriever: Learn from Large Language Model's Feedback for Code Intelligence Tasks

SEED-Story: Multimodal Long Story Generation with Large Language Model

ChatQCD: Let Large Language Models Explore QCD

Revisiting Prompt Pretraining of Vision-Language Models

Large Language Models for JSON Schema Discovery

A Short Review for Ontology Learning: Stride to Large Language Models Trend

LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model

Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning

Selecting Large Language Model to Fine-tune via Rectified Scaling Law

Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code

Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation

Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models

Convolutional Prompting meets Language Models for Continual Learning

Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling