语言大模型 / LLM

Hallucinate or Memorize? The Two Sides of Probabilistic Learning in Large Language Models

Junichiro Niimi

机构 * Meijo University（名古屋大学） 纠错

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

SynLlama: Generating Synthesizable Molecules and Their Analogs with Large Language Models

Kunyang Sun, Dorian Bagni, Joseph M. Cavanagh, Yingze Wang, Jacob M. Sawyer, Bo Zhou, Andrew Gritsevskiy, Oufan Zhang, Teresa Head-Gordon

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

Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling

Sydney Anuyah, Mehedi Mahmud Kaushik, Krishna Dwarampudi, Rakesh Shiradkar, Arjan Durresi, Sunandan Chakraborty

机构 * Indiana University（印第安纳大学） ； Purdue University（普渡大学） ； Department of Biomedical Engineering（生物医学工程系） ； Informatics, Indiana University（印第安纳大学信息学院） 纠错

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

EEG-X: Device-Agnostic and Noise-Robust Foundation Model for EEG

Navid Mohammadi Foumani, Soheila Ghane, Nam Nguyen, Mahsa Salehi, Geoffrey I. Webb, Geoffrey Mackellar

机构 * Emotiv Research（Emotiv研究） 纠错

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

Pretraining Finnish ModernBERTs

Akseli Reunamo, Laura-Maria Peltonen, Hans Moen, Sampo Pyysalo

机构 * University of Turku, Department of Computing（图尔库大学计算机系） ； University of Eastern Finland and Kuopio University Hospital（东方芬兰大学和库奥皮奥大学医院） ； University of Turku and Turku University Hospital（图尔库大学和图尔库大学医院） ； Aalto University, Department of Computer Science（艾尔沃普大学计算机科学系） 纠错

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

Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki

Mutsumi Sasaki, Go Kamoda, Ryosuke Takahashi, Kosuke Sato, Kentaro Inui, Keisuke Sakaguchi, Benjamin Heinzerling

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

Comments Accepted to IJCNLP-AACL 2025 (Main). Code available at https://github.com/cl-tohoku/Non-Gregorian-Calendar

Privacy-Preserving Retrieval-Augmented Generation with Differential Privacy

Tatsuki Koga, Ruihan Wu, Zhiyuan Zhang, Kamalika Chaudhuri

机构 * University of California, San Diego（加州大学圣迭戈分校） ； University of California, Los Angeles（加州大学洛杉矶分校） 纠错

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

Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation Systems

Haowei Wang, Rupeng Zhang, Junjie Wang, Mingyang Li, Yuekai Huang, Dandan Wang, Qing Wang

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

Learning Binary Autoencoder-Based Codes with Progressive Training

Vukan Ninkovic, Dejan Vukobratovic

机构 * The Institute for Artificial Intelligence Research and Development of Serbia（塞尔维亚人工智能研究与发展研究所） ； Faculty of Technical Sciences, University of Novi Sad（诺维萨德大学技术科学学院） 纠错

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

Comments Invited paper at TELFOR 2025

Game Theory and Multi-Agent Reinforcement Learning for Zonal Ancillary Markets

Francesco Morri, Hélène Le Cadre, Pierre Gruet, Luce Brotcorne

专题命中 预训练与数据 ：pretraining(abstract)

LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation

Longyun Liao, Rong Zheng

机构 * McMaster University（麦斯特大学） 纠错

专题命中 预训练与数据 ：pretraining(abstract)

Comments Accepted by WACV2026. Please find the supplementary material under the "Ancillary files"