语言大模型 / LLM

M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models

Zexuan Li, Hongliang Dai, Piji Li

机构 * College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics（人工智能学院，南京航空航天大学） ； MIIT Key Laboratory of Pattern Analysis and Machine Intelligence（信息产业部模式分析与机器智能重点实验室） ； The Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education（脑机智能技术重点实验室，教育部） 纠错

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

Comments Accepted by EMNLP2025 Main Conference

AutoVeriFix: Automatically Correcting Errors and Enhancing Functional Correctness in LLM-Generated Verilog Code

Yan Tan, Xiangchen Meng, Zijun Jiang, Yangdi Lyu

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

Self-Questioning Language Models

Lili Chen, Mihir Prabhudesai, Katerina Fragkiadaki, Hao Liu, Deepak Pathak

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

A Structured Review of Underwater Object Detection Challenges and Solutions: From Traditional to Large Vision Language Models

Edwine Nabahirwa, Wei Song, Minghua Zhang, Yi Fang, Zhou Ni

机构 * Shanghai Ocean University（上海海洋大学） 纠错

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

Comments 72 Pages, 11 Figures

CNN-ViT Hybrid for Pneumonia Detection: Theory and Empiric on Limited Data without Pretraining

Prashant Singh Basnet, Roshan Chitrakar

机构 * The British College, Keele University（凯利大学英国学院） ； Nepal College of Information Technology, Pokhara University（尼泊尔信息技术学院，波克拉大学） 纠错

专题命中 预训练与数据 ：pretraining(title)

Comments 8 pages, 5 Tables, 5 Figures. Manuscript submitted to ICOIICS 2025 Conference. Currently, under peer review

MAX: Masked Autoencoder for X-ray Fluorescence in Geological Investigation

An-Sheng Lee, Yu-Wen Pao, Hsuan-Tien Lin, Sofia Ya Hsuan Liou

机构 * Department of Geosciences and Research Center for Future Earth National Taiwan University（地质学系及未来地球研究中心 国立台湾大学） 纠错

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

Journal ref JGR: Machine Learning and Computation, 2 (2025), e2025JH000754

SWE-Mirror: Scaling Issue-Resolving Datasets by Mirroring Issues Across Repositories

Junhao Wang, Daoguang Zan, Shulin Xin, Siyao Liu, Yurong Wu, Kai Shen

专题命中 预训练与数据 ：post-training(abstract)

HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning

Liyang Chen, Tianxiang Ma, Jiawei Liu, Bingchuan Li, Zhuowei Chen, Lijie Liu, Xu He, Gen Li, Qian He, Zhiyong Wu

机构 * Tsinghua University（清华大学） ； Intelligent Creation Lab, ByteDance（字节跳动智能创作实验室） 纠错

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