语言大模型 / LLM

Do Large Language Models Speak Scientific Workflows?

Orcun Yildiz, Tom Peterka

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

Adapting Large Language Models to Mitigate Skin Tone Biases in Clinical Dermatology Tasks: A Mixed-Methods Study

Kiran Nijjer, Ryan Bui, Derek Jiu, Adnan Ahmed, Peter Wang, Kevin Zhu, Lilly Zhu

机构 * Stanford University（斯坦福大学） ； Algoverse AI Research（Algoverse人工智能研究） 纠错

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

Comments Accepted to EADV (European Academy of Dermatology) and SID (Society for Investigative Dermatology)

FishNet++: Analyzing the capabilities of Multimodal Large Language Models in marine biology

Faizan Farooq Khan, Yousef Radwan, Eslam Abdelrahman, Abdulwahab Felemban, Aymen Mir, Nico K. Michiels, Andrew J. Temple, Michael L. Berumen, Mohamed Elhoseiny

机构 * King Abdullah University of Science and Technology（国王阿卜杜勒-阿齐兹大学科学与技术学院） ； Red Sea Research Center, KAUST（红海研究中心，KAUST） ； Tübingen University（图宾根大学） 纠错

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

Comments 3 figures 8 tables

LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition?

Bangyan Li, Wenxuan Huang, Zhenkun Gao, Yeqiang Wang, Yunhang Shen, Jingzhong Lin, Ling You, Yuxiang Shen, Shaohui Lin, Wanli Ouyang, Yuling Sun

机构 * East China Normal University（华东师范大学） ； The Chinese University of Hong Kong（香港中文大学） ； Northwest A&F University（西北农林科技大学） ； Tencent Youtu Lab（腾讯优图实验室） ； Xiamen University（厦门大学） 纠错

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

ViScratch: Using Large Language Models and Gameplay Videos for Automated Feedback in Scratch

Yuan Si, Daming Li, Hanyuan Shi, Jialu Zhang

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

Integrating Large Language Models in Software Engineering Education: A Pilot Study through GitHub Repositories Mining

Maryam Khan, Muhammad Azeem Akbar, Jussi Kasurinen

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

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study

Sai Sanjna Chintakunta, Nathalia Nascimento, Everton Guimaraes

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

Comments 20 pages Submitted (under review)

Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription

Zihao Zhao, Chenxiao Fan, Junlong Liu, Zheng Wang, Xiangnan He, Chongming Gao, Juan Li, Fuli Feng

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

Exploring Large Language Models for Analyzing and Improving Method Names in Scientific Code

Gunnar Larsen, Carol Wong, Anthony Peruma

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

Comments The 19th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement - Emerging Results and Vision Track

EV-STLLM: Electric vehicle charging forecasting based on spatio-temporal large language models with multi-frequency and multi-scale information fusion

Hang Fan, Yunze Chai, Chenxi Liu, Weican Liu, Zuhan Zhang, Wencai Run, Dunnan Liu

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

Large Language Models and Non-Negative Matrix Factorization for Bioacoustic Signal Decomposition

Yasaman Torabi, Shahram Shirani, James P. Reilly

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

Comments Presented at Queen's University Biological Station Seminars of Graduate Research in Ontario, Lake Shift Dissertation Camp (QUBS '25)

Chronologically Consistent Large Language Models

Songrun He, Linying Lv, Asaf Manela, Jimmy Wu

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

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future

Russell Beale

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

A systematic review of research on large language models for computer programming education

Meina Zhu, Lanyu Xu, Barbara Ericson

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

Comments 41 pages except references, 7 figures, 3 tables, a systematic review paper

Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval

Ruofan Hu, Yan Xia, Minjie Hong, Jieming Zhu, Bo Chen, Xiaoda Yang, Minghui Fang, Tao Jin

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

Comments Accepted by Interspeech 2025

Augmenting the Generality and Performance of Large Language Models for Software Engineering

Fabian C. Peña

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

Journal ref 2025 IEEE/ACM 46th International Conference on Software Engineering (ICSE)

MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models

Yu Huang, Zelin Peng, Yichen Zhao, Piao Yang, Xiaokang Yang, Wei Shen

机构 * Department of Radiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China（放射科、浙江大学医学院附属第一医院、浙江大学医学院） 纠错

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

Comments †: Equal contribution

CyLens: Towards Reinventing Cyber Threat Intelligence in the Paradigm of Agentic Large Language Models

Xiaoqun Liu, Jiacheng Liang, Qiben Yan, Jiyong Jang, Sicheng Mao, Muchao Ye, Jinyuan Jia, Zhaohan Xi

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

UQLegalAI@COLIEE2025: Advancing Legal Case Retrieval with Large Language Models and Graph Neural Networks

Yanran Tang, Ruihong Qiu, Zi Huang

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

Applying Ontologies and Knowledge Augmented Large Language Models to Industrial Automation: A Decision-Making Guidance for Achieving Human-Robot Collaboration in Industry 5.0

John Oyekan, Christopher Turner, Michael Bax, Erich Graf

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

LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models

Ruiming Tang, Chenxu Zhu, Bo Chen, Weipeng Zhang, Menghui Zhu, Xinyi Dai, Huifeng Guo

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

Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising

Qi Yang, Marlo Ongpin, Sergey Nikolenko, Alfred Huang, Aleksandr Farseev

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

Can Large Language Models Become Policy Refinement Partners? Evidence from China's Social Security Studies

Jinghan Ke, Zheng Zhou, Yuxuan Zhao

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

Comments 18 pages, 4 tables, 1 figure

Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo

João Loula, Benjamin LeBrun, Li Du, Ben Lipkin, Clemente Pasti, Gabriel Grand, Tianyu Liu, Yahya Emara, Marjorie Freedman, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Alexander K. Lew, Tim Vieira, Timothy J. O'Donnell

机构 * MIT（麻省理工学院） ； ETH Zürich（苏黎世联邦理工学院） ； McGill（麦吉尔大学） ； Canada CIFAR AI Chair（加拿大 CIFAR 人工智能主席） ； Mila（蒙特利尔人工智能研究院） ； Johns Hopkins（约翰霍普金斯大学） ； Yale（耶鲁大学） ； ISI（信息科学研究所） 纠错

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

Comments 34 pages, 4 figures

Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation

Xin Zhang, Robby T. Tan

专题命中 领域大模型 ：language model(title,abstract)；foundation model(title,abstract)

Comments Accepted to CVPR 2025 (Highlight)

Large language models in finance : what is financial sentiment?

Kemal Kirtac, Guido Germano

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

Comments There are two different articles with the same content and different names (see arXiv:2412.19245)

TaMPERing with Large Language Models: A Field Guide for using Generative AI in Public Administration Research

Michael Overton, Barrie Robison, Lucas Sheneman

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

Comments 23 Pages, 8 Tables

Bridging the Early Science Gap with Artificial Intelligence: Evaluating Large Language Models as Tools for Early Childhood Science Education

Annika Bush, Amin Alibakhshi

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

Comments CHI 2025 Late Breaking Work

Journal ref Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025, Yokohama, Japan. ACM, New York, NY, USA, 6 pages

Can Large Language Models Grasp Concepts in Visual Content? A Case Study on YouTube Shorts about Depression

Jiaying "Lizzy" Liu, Yiheng Su, Praneel Seth

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

Comments 11 pages

Journal ref CHI Conference on Human Factors in Computing Systems (CHI EA 2025)

Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model

Ziyuan Yang, Yingyu Chen, Zhiwen Wang, Hongming Shan, Yang Chen, Yi Zhang

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

Comments Accepted by CVPR 2025