语言大模型 / LLM

From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation

Ruiqing Ding, Qianfang Sun, Yongkang Leng, Hui Yin, Xiaojian Li

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 16 pages, 10 figures

Prompting Science Report 3: I'll pay you or I'll kill you -- but will you care?

Lennart Meincke, Ethan Mollick, Lilach Mollick, Dan Shapiro

专题命中 领域大模型 ：prompting(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Embryology of a Language Model

George Wang, Garrett Baker, Andrew Gordon, Daniel Murfet

专题命中 领域大模型 ：language model(title,abstract)；分类 cs.LG

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation

Leonard Waldmann, Ando Shah, Yi Wang, Nils Lehmann, Adam J. Stewart, Zhitong Xiong, Xiao Xiang Zhu, Stefan Bauer, John Chuang

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.LG

Comments First two authors contributed equally. Code is available at: https://github.com/Panopticon-FM/panopticon. Accepted to CVPR 2025

Journal ref Proceedings of the Computer Vision and Pattern Recognition Conference (2025) 2204-2214

Model Misalignment and Language Change: Traces of AI-Associated Language in Unscripted Spoken English

Bryce Anderson, Riley Galpin, Tom S. Juzek

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted at AIES 2025. To appear in the AIES Proceedings. 14 pages, 2 figures, 2 tables. Licensed under CC BY-SA 4.0

Novice Developers' Perspectives on Adopting LLMs for Software Development: A Systematic Literature Review

Samuel Ferino, Rashina Hoda, John Grundy, Christoph Treude

机构 * Monash University（墨尔本大学） ； Singapore Management University（新加坡管理大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

Wenxuan Wang, Zizhan Ma, Meidan Ding, Shiyi Zheng, Shengyuan Liu, Jie Liu, Jiaming Ji, Wenting Chen, Xiang Li, Linlin Shen, Yixuan Yuan

机构 * Renmin University of China（中国人民大学） ； The Chinese University of Hong Kong（香港中文大学） ； Shenzhen University（深圳大学） ； City University of Hong Kong（香港城市大学） ； Peking University（北京大学） ； Massachusetts General Hospital and Harvard Medical School（麻省总医院和哈佛医学院） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

From Provable Correctness to Probabilistic Generation: A Comparative Review of Program Synthesis Paradigms

Zurabi Kobaladze, Anna Arnania, Tamar Sanikidze

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments 78 pages. Undergraduate thesis project submitted in partial fulfillment of the requirements for the Bachelor's degree in Computer Science at Kutaisi International University

Loss Landscape Degeneracy and Stagewise Development in Transformers

Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet

机构 * Timaeus ； Department of Computer Science, University of Oxford（计算机科学系，牛津大学） ； Department of Econometrics and Business Statistics, Monash University（计量经济学与商业统计系，墨尔本大学） ； School of Mathematics and Statistics, the University of Melbourne（数学与统计学系，墨尔本大学） 纠错

专题命中 领域大模型 ：language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments To appear, TMLR. Material on essential dynamics from v1 of this preprint has been removed and developed in arXiv:2501.17745

On the Risk of Misleading Reports: Diagnosing Textual Biases in Multimodal Clinical AI

David Restrepo, Ira Ktena, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Ferrante

机构 * MICS, CentraleSupélec - Université Paris-Saclay, France（MICS，中央圣艾尔布兰大学-巴黎萨克雷大学，法国） ； Google DeepMind, London, UK（谷歌DeepMind，伦敦，英国） ； CONICET, Universidad de Buenos Aires, Argentina（CONICET，布宜诺斯艾利斯大学，阿根廷） 纠错

专题命中 领域大模型 ：language model(abstract,comments)；分类 cs.CL；large language model(comments)

Comments Accepted to MICCAI 2025 1st Workshop on Multimodal Large Language Models (MLLMs) in Clinical Practice

Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs

Yuanyuan Xu, Wenjie Zhang, Ying Zhang, Xuemin Lin, Xiwei Xu

专题命中 领域大模型 ：LLM(abstract)；分类 cs.CL、cs.LG