语言大模型 / LLM

Learning to Be A Doctor: Searching for Effective Medical Agent Architectures

Yangyang Zhuang, Wenjia Jiang, Jiayu Zhang, Ze Yang, Joey Tianyi Zhou, Chi Zhang

机构 * AGI Lab, Westlake University（西拉雅大学AGI实验室） ； Henan University（河南大学） ； Affiliated Hospital of Xuzhou Medical University（徐州医科大学附属医院） ； Xuzhou Medical University（徐州医科大学） ； Nanyang Technological University（南洋理工大学） ； IHPC, Agency for Science, Technology and Research, Singapore（新加坡科技研究局IHPC） ； CFAR, Agency for Science, Technology and Research, Singapore（新加坡科技研究局CFAR） 纠错

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

Comments Accepted at ACM MM 2025

MoE-TTS: Enhancing Out-of-Domain Text Understanding for Description-based TTS via Mixture-of-Experts

Heyang Xue, Xuchen Song, Yu Tang, Jianyu Chen, Yanru Chen, Yang Li, Yahui Zhou

机构 * Kunlun Inc.（昆仑公司） 纠错

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

Is ChatGPT-5 Ready for Mammogram VQA?

Qiang Li, Shansong Wang, Mingzhe Hu, Mojtaba Safari, Zachary Eidex, Xiaofeng Yang

机构 * Department of Radiation Oncology, Winship Cancer Institute, Emory University School of Medicine（放射肿瘤科、Winship癌症研究所、埃默里大学医学院） 纠错

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

From Misunderstandings to Learning Opportunities: Leveraging Generative AI in Discussion Forums to Support Student Learning

Stanislav Pozdniakov, Jonathan Brazil, Oleksandra Poquet, Stephan Krusche, Santiago Berrezueta-Guzman, Shazia Sadiq, Hassan Khosravi

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

Comments Artificial Intelligence in Education (AIED 2025)

Journal ref Artificial Intelligence in Education. AIED 2025. Lecture Notes in Computer Science, vol 15882. Springer, Cham

MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text

Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou

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

A Comprehensive Perspective on Explainable AI across the Machine Learning Workflow

George Paterakis, Andrea Castellani, George Papoutsoglou, Tobias Rodemann, Ioannis Tsamardinos

机构 * JADBio Gnosis DA S.A.（JADBio Gnosis DA公司） ； Honda Research Institute Europe（本田研究院欧洲分部） ； University of Crete（希腊克里特大学） 纠错

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

Comments Preprint. Currently under review at "Artificial Intelligence Review" journal

From Explainable to Explained AI: Ideas for Falsifying and Quantifying Explanations

Yoni Schirris, Eric Marcus, Jonas Teuwen, Hugo Horlings, Efstratios Gavves

机构 * Netherlands Cancer Institute University of Amsterdam（荷兰癌症研究所 阿姆斯特丹大学） 纠错

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

Comments 10 pages, 2 figures, 2 tables, submitted at MICCAI IMIMIC workshop

RAG for Geoscience: What We Expect, Gaps and Opportunities

Runlong Yu, Shiyuan Luo, Rahul Ghosh, Lingyao Li, Yiqun Xie, Xiaowei Jia

专题命中 领域大模型 ：language model(abstract)

Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis

Sanket Jantre, Tianle Wang, Gilchan Park, Kriti Chopra, Nicholas Jeon, Xiaoning Qian, Nathan M. Urban, Byung-Jun Yoon

机构 * Computing & Data Sciences Directorate, Brookhaven National Laboratory（布鲁海文国家实验室计算与数据科学 Directorate） ； Department of Electrical & Computer Engineering, Texas A&M University（德克萨斯A&M大学电气与计算机工程系） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Hallucination in LLM-Based Code Generation: An Automotive Case Study

Marc Pavel, Nenad Petrovic, Lukasz Mazur, Vahid Zolfaghari, Fengjunjie Pan, Alois Knoll

机构 * Real-Time Systems Technical University of Munich（实时系统技术大学慕尼黑） 纠错

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Generalized Decoupled Learning for Enhancing Open-Vocabulary Dense Perception

Junjie Wang, Keyu Chen, Yulin Li, Bin Chen, Hengshuang Zhao, Xiaojuan Qi, Zhuotao Tian

专题命中 知识编辑与模型理解 ：language model(abstract)；foundation model(abstract)；分类 cs.AI

Comments arXiv admin note: text overlap with arXiv:2505.04410

Approaching the Source of Symbol Grounding with Confluent Reductions of Abstract Meaning Representation Directed Graphs

Nicolas Goulet, Alexandre Blondin Massé, Moussa Abdendi

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

AI in Mental Health: Emotional and Sentiment Analysis of Large Language Models' Responses to Depression, Anxiety, and Stress Queries

Arya VarastehNezhad, Reza Tavasoli, Soroush Elyasi, MohammadHossein LotfiNia, Hamed Farbeh

机构 * University of Tehran（塔里斯坦大学） ； University of South Carolina（南卡罗来纳大学） ； University of West London（西伦敦大学） ； Azad University（阿扎德大学） ； Amirkabir University of Technology（阿米卡比尔技术大学） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

SPG: Style-Prompting Guidance for Style-Specific Content Creation

Qian Liang, Zichong Chen, Yang Zhou, Hui Huang

机构 * Visual Computing Research Center, CSSE, Shenzhen University（深圳大学视觉计算研究中心、计算机科学与工程学院） 纠错

专题命中 其他LLM ：prompting(title,abstract)

Comments Accepted to the Journal track of Pacific Graphics 2025

Feedback Indicators: The Alignment between Llama and a Teacher in Language Learning

Sylvio Rüdian, Yassin Elsir, Marvin Kretschmer, Sabine Cayrou, Niels Pinkwart

机构 * Humboldt-Universität zu Berlin Department of Computer Science（柏林洪堡大学计算机科学系） ； Humboldt-Universität zu Berlin Language Centre（柏林洪堡大学语言中心） ； German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 11 pages, one table

Compositional Zero-shot Learning via Progressive Language-based Observations

Lin Li, Guikun Chen, Zhen Wang, Jun Xiao, Long Chen

机构 * AI Chip Center for Emerging Smart Systems（新兴智能系统人工智能芯片中心） ； The Hong Kong University of Science（香港科学大学） ； Zhejiang University College of Computer Science（浙江大学计算机科学学院） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

ObfusQate: Unveiling the First Quantum Program Obfuscation Framework

Nikhil Bartake, See Toh Zi Jie, Carmen Wong Jiawen, Michael Kasper, Vivek Balachandran

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Can We Tell if ChatGPT is a Parasite? Studying Human-AI Symbiosis with Game Theory

Jiejun Hu-Bolz, James Stovold

专题命中 其他LLM ：LLM(abstract)

Comments 8 pages, 6 figures, accepted in ALife 2025