语言大模型 / LLM

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models

Shilong Zhao, Fei Sun, Kaike Zhang, Shaoling Jing, Du Su, Zhichao Shi, Zhiyi Yin, Huawei Shen, Xueqi Cheng

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

SynthCTI: LLM-Driven Synthetic CTI Generation to enhance MITRE Technique Mapping

Álvaro Ruiz-Ródenas, Jaime Pujante Sáez, Daniel García-Algora, Mario Rodríguez Béjar, Jorge Blasco, José Luis Hernández-Ramos

机构 * Department of Information and Communication Engineering, Universidad de Murcia（信息与通信工程系，穆尔西亚大学） ； Department of Computer Systems, Universidad Politécnica de Madrid（计算机系统系，马德里理工大学） 纠错

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

Comments 17 pages, 13 figures

SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics

Suyuan Zhao, Yizhen Luo, Ganbo Yang, Yan Zhong, Hao Zhou, Zaiqing Nie

机构 * Department of Computer Science and Tecnology, Tsinghua University（清华大学计算机科学与技术系） ； Institute for AI Industry Research (AIR), Tsinghua University（清华大学人工智能产业研究院） ； School of Mathematical Sciences, Peking University（北京大学数学科学学院） ； PharMolix Inc.（PharMolix公司） 纠错

专题命中 预训练与数据 ：foundation model(title,abstract)；pretraining(abstract)；分类 cs.AI、cs.LG

Comments Accpeted by ICML 2025

Language model developers should report train-test overlap

Andy K Zhang, Kevin Klyman, Yifan Mai, Yoav Levine, Yian Zhang, Rishi Bommasani, Percy Liang

机构 * Stanford University（斯坦福大学） 纠错

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

Comments ICML 2025 Spotlight; 23 pages

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature

Ngan Tran, Haihua Chen, Ana Cleveland, Yuhan Zhou

机构 * Department of Information Science, University of North Texas（信息科学系，北卡罗来纳州立大学） ； Department of Data Science, University of North Texas（数据科学系，北卡罗来纳州立大学） 纠错

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

Comments 36 pages, 14 figures, 5 tables

An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning

Wei Sun, Qianlong Du, Fuwei Cui, Jiajun Zhang

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） 纠错

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

Miipher-2: A Universal Speech Restoration Model for Million-Hour Scale Data Restoration

Shigeki Karita, Yuma Koizumi, Heiga Zen, Haruko Ishikawa, Robin Scheibler, Michiel Bacchiani

机构 * Google DeepMind（谷歌DeepMind） 纠错

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to IEEE WASPAA2025

TD-Interpreter: Enhancing the Understanding of Timing Diagrams with Visual-Language Learning

Jie He, Vincent Theo Willem Kenbeek, Zhantao Yang, Meixun Qu, Ezio Bartocci, Dejan Ničković, Radu Grosu

机构 * Technische Universität Wien（维也纳技术大学） ； Shanghai Jiao Tong University（上海交通大学） ； AIT Austrian Institute of Technology（奥地利技术研究院） 纠错

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；分类 cs.LG

PIG-Nav: Key Insights for Pretrained Image Goal Navigation Models

Jiansong Wan, Chengming Zhou, Jinkua Liu, Xiangge Huang, Xiaoyu Chen, Xiaohan Yi, Qisen Yang, Baiting Zhu, Xin-Qiang Cai, Lixing Liu, Rushuai Yang, Chuheng Zhang, Sherif Abdelfattah, Hayong Shin, Pushi Zhang, Li Zhao, Jiang Bian

机构 * Microsoft Research（微软研究院） 纠错

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

Towards Robust Speech Recognition for Jamaican Patois Music Transcription

Jordan Madden, Matthew Stone, Dimitri Johnson, Daniel Geddez

机构 * Jamaica Artificial Intelligence Association（牙买加人工智能协会） 纠错

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

Does Language Matter for Early Detection of Parkinson's Disease from Speech?

Peter Plantinga, Briac Cordelle, Dominique Louër, Mirco Ravanelli, Denise Klein

机构 * McGill University（麦吉尔大学） ； Mila - Quebec Artificial Intelligence Institute（魁北克人工智能研究所） ； Concordia University（Concordia大学） 纠错

专题命中 预训练与数据 ：pretraining(abstract)；分类 cs.LG

Comments Accepted to IEEE Workshop on Machine Learning for Signal Processing (MLSP) 2025

Exploring Active Learning for Semiconductor Defect Segmentation

Lile Cai, Ramanpreet Singh Pahwa, Xun Xu, Jie Wang, Richard Chang, Lining Zhang, Chuan-Sheng Foo

专题命中 预训练与数据 ：pretraining(abstract)

Comments accepted to ICIP 2022