语言大模型 / LLM

Retrieval augmented generation based dynamic prompting for few-shot biomedical named entity recognition using large language models

Yao Ge, Sudeshna Das, Yuting Guo, Abeed Sarker

机构 * Department of Biomedical Informatics, School of Medicine, Emory University（生物医学信息学系，医学院，埃默里大学） ； Department of Computer Science, Emory University（计算机科学系，埃默里大学） ； National Library of Medicine, National Institutes of Health（国家医学图书馆，国立卫生研究院） ； Department of Biomedical Engineering, Georgia Institute of Technology and Emory University（生物医学工程系，佐治亚理工学院和埃默里大学） 纠错

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

Comments 31 pages, 4 figures, 15 tables

ALOPE: Adaptive Layer Optimization for Translation Quality Estimation using Large Language Models

Archchana Sindhujan, Shenbin Qian, Chan Chi Chun Matthew, Constantin Orasan, Diptesh Kanojia

机构 * Institute for People-Centred AI and Centre for Translation Studies, School of Computer Science and Electronic Engineering, University of Surrey（以人为本的人工智能研究所和翻译研究中心，计算机科学与电子工程学院，萨里大学） 纠错

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

Comments Accepted to COLM 2025 Conference

How Chinese are Chinese Language Models? The Puzzling Lack of Language Policy in China's LLMs

Andrea W Wen-Yi, Unso Eun Seo Jo, Lu Jia Lin, David Mimno

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

Comments We have reworked the paper substantially. Please refer to the new, updated article: arXiv:2504.00289

Enhancing Rumor Detection Methods with Propagation Structure Infused Language Model

Chaoqun Cui, Siyuan Li, Kunkun Ma, Caiyan Jia

机构 * School of Computer Science and Technology & Beijing Key Lab of Traffic Data Analysis and Mining（计算机科学与技术学院及北京交通数据与挖掘重点实验室） 纠错

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

Comments This paper is accepted by COLING2025

Journal ref Proceedings of the 31st International Conference on Computational Linguistics. 2025: 7165-7179

Effortless Vision-Language Model Specialization in Histopathology without Annotation

Jingna Qiu, Nishanth Jain, Jonas Ammeling, Marc Aubreville, Katharina Breininger

机构 * Friedrich-Alexander-Universität Erlangen-Nürnberg（弗里德里希-亚历山大-厄林根-纽伦堡大学） ； Ingolstadt University of Applied Sciences（因戈尔施塔特应用科学大学） ； Flensburg University of Applied Sciences（弗拉森堡应用科学大学） ； Julius-Maximilians-Universität Würzburg（朱利叶斯-马克斯-魏扎克大学） 纠错

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

Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis

Yifan Yang, Shujie Liu, Jinyu Li, Hui Wang, Lingwei Meng, Haiyang Sun, Yuzhe Liang, Ziyang Ma, Yuxuan Hu, Rui Zhao, Jianwei Yu, Yan Lu, Xie Chen

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

The Art of Breaking Words: Rethinking Multilingual Tokenizer Design

Aamod Thakur, Ajay Nagpal, Atharva Savarkar, Kundeshwar Pundalik, Siddhesh Dosi, Piyush Sawarkar, Viraj Thakur, Rohit Saluja, Maunendra Sankar Desarkar, Ganesh Ramakrishnan

机构 * BharatGen Team（BharatGen团队） 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

Dynamic Pattern Alignment Learning for Pretraining Lightweight Human-Centric Vision Models

Xuanhan Wang, Huimin Deng, Ke Liu, Jun Wang, Lianli Gao, Jingkuan Song

机构 * Tongji University（同济大学） ； University of Electronic Science and Technology of China（电子科技大学） 纠错

专题命中 预训练与数据 ：pretraining(title,abstract)

VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design

Leonardo Ferreira, Gustavo Moreira, Fabio Miranda

机构 * University of Illinois Chicago（伊利诺伊大学芝加哥分校） 纠错

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

Comments Accepted at IEEE VIS 2025. VA-Blueprint is available at https://urbantk.org/va-blueprint

RAIR: Retrieval-Augmented Iterative Refinement for Chinese Spelling Correction

Junhong Liang, Yu Zhou

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

Griffon v2: Advancing Multimodal Perception with High-Resolution Scaling and Visual-Language Co-Referring

Yufei Zhan, Shurong Zheng, Yousong Zhu, Hongyin Zhao, Fan Yang, Ming Tang, Jinqiao Wang

机构 * Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所基础模型研究中心） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； Peng Cheng Laboratory, Shenzhen, China（鹏城实验室） ； Wuhan AI Research, Wuhan, China（武汉人工智能研究所） 纠错

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

Comments Accepted by ICCV 2025. Codes and datasets are released at https://github.com/jefferyZhan/Griffon

ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization

Xuefeng Liu, Songhao Jiang, Ian Foster, Jinbo Xu, Rick Stevens

机构 * Argonne National Laboratory（阿贡国家实验室） ； Toyota Technological Institute at Chicago（芝加哥丰田技术研究所） 纠错

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

Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images

Shunya Nagashima, Komei Sugiura

机构 * Keio University（Keio大学） 纠错

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

Comments ICCV 2025

SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation

Zeyu Yang, Lai Wei, Roman Koshkin, Xi Chen, Satoshi Nakamura

机构 * The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； Okinawa Institute of Science and Technology（冲绳科学技術研究院） ； Nara Institute of Science and Technology（奈良科学技術研究院） 纠错

专题命中 预训练与数据 ：LLM(abstract)；分类 cs.CL

Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations

Alexa R. Tartaglini, Sheridan Feucht, Michael A. Lepori, Wai Keen Vong, Charles Lovering, Brenden M. Lake, Ellie Pavlick

机构 * New York University（纽约大学） ； Brown University（布朗大学） ； Northeastern University（东北大学） 纠错

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