语言大模型 / LLM

MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts

Naoto Iwase, Hiroki Okuyama, Junichiro Iwasawa

机构 * Preferred Networks, Inc. ； School of Medicine, Nagoya University（Nagoya大学医学部） 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

CGM-Led Multimodal Tracking with Chatbot Support: An Autoethnography in Sub-Health

Dongyijie Primo Pan, Lan Luo, Yike Wang, Pan Hui

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

Comments International Conference on Human-Engaged Computing (ICHEC 2025), Singapore

From Stochasticity to Signal: A Bayesian Latent State Model for Reliable Measurement with LLMs

Yichi Zhang, Ignacio Martinez

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

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities

Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Sara Pieri, Saeed Yahya Alseiari, Shanavas Cholakkal, Khaled Aldahmani, Fahad Khan, Rao Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal

机构 * Mohamed Bin Zayed University of Artificial Intelligence（Mohamed Bin Zayed大学人工智能学院） ； Linköping University（林肯大学） ； Shaikh Tahnoon bin Mohammed Medical City（Shaikh Tahnoon bin Mohammed医疗城） ； Tawam Hospital（Tawam医院） ； Sheikh Shakhbout Medical City（Sheikh Shakhbout医疗城） ； Govt Medical College Kozhikode（科钦政府医学院） 纠错

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

Comments Accepted to EMNLP 2025 (Findings)

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2025, pages 14051-14071

MoME: Mixture of Visual Language Medical Experts for Medical Imaging Segmentation

Arghavan Rezvani, Xiangyi Yan, Anthony T. Wu, Kun Han, Pooya Khosravi, Xiaohui Xie

机构 * Department of Computer Science, University of California, Irvine（加州大学尔湾分校计算机科学系） ； School of Medicine, University of California, Irvine（加州大学尔湾分校医学院） 纠错

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

AgentCyTE: Leveraging Agentic AI to Generate Cybersecurity Training & Experimentation Scenarios

Ana M. Rodriguez, Jaime Acosta, Anantaa Kotal, Aritran Piplai

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

Education Paradigm Shift To Maintain Human Competitive Advantage Over AI

Stanislav Selitskiy, Chihiro Inoue

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

Actionable Cybersecurity Notifications for Smart Homes: A User Study on the Role of Length and Complexity

Victor Jüttner, Charlotte S. Löffler, Erik Buchmann

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

Comments This version of the article has been accepted for publication, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: https://doi.org/10.1007/978-3-032-07989-3_19

AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science

An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding

机构 * University of Minnesota（明尼苏达大学） ； Cisco Research（思科研究） ； Stony Brook University（石溪大学） ； University of Chicago（芝加哥大学） ； University of Michigan（密歇根大学） 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

Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback

Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm

机构 * Tulane University（路易斯安那州立大学） 纠错

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

Comments NeurIPS 2025

TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets

Yuzhe Yang, Yifei Zhang, Minghao Wu, Kaidi Zhang, Yunmiao Zhang, Honghai Yu, Yan Hu, Benyou Wang

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

Learnable Item Tokenization for Generative Recommendation

Wenjie Wang, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua

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

Comments Accepted by CIKM 2024

Finetune Once: Decoupling General & Domain Learning with Dynamic Boosted Annealing

Yang Tang, Ruijie Liu, Yifan Wang, Shiyu Li, Xi Chen

机构 * Basic Algorithm Center, PCG, Tencent（基础算法中心、PCG、腾讯） 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

Comments 9 pages, 5 figures

Synergistic Integration and Discrepancy Resolution of Contextualized Knowledge for Personalized Recommendation

Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Yu Zhang, Xiaoyi Zeng, Zhengxiao Liu, Zheng Lin, Jinxin Hu

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

Auto-repair without test cases: How LLMs fix compilation errors in large industrial embedded code

Han Fu, Sigrid Eldh, Kristian Wiklund, Andreas Ermedahl, Philipp Haller, Cyrille Artho

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

Comments 9 pages, 4 figures, conference: 2025 28th Euromicro Conference on Digital System Design (DSD)

Leveraging Language Semantics for Collaborative Filtering with TextGCN and TextGCN-MLP: Zero-Shot vs In-Domain Performance

Andrei Chernov, Haroon Wahab, Oleg Novitskij

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

Does Biomedical Training Lead to Better Medical Performance?

Amin Dada, Marie Bauer, Amanda Butler Contreras, Osman Alperen Koraş, Constantin Marc Seibold, Kaleb E Smith, Jens Kleesiek

机构 * Institute for AI in Medicine, University Hospital Essen（人工智能医学研究所，埃森大学医院） ； Microsoft Healthcare & Life Sciences（微软医疗与生命科学） ； NVIDIA（NVIDIA公司） ； Cancer Research Center Cologne Essen (CCCE)（科隆埃森癌症研究中心（CCCE）） ； German Cancer Consortium (DKTK, Partner site Essen)（德国癌症联盟（DKTK，埃森分部）） ； Department of Physics of TU Dortmund（多特蒙德技术大学物理系） 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

Comments Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM)

Exploring Teachers' Perceptions of ChatGPT Through Prompt Engineering

Dimitrios Gousopoulos

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

Chrysalis: A Unified System for Comparing Active Teaching and Passive Learning with AI Agents in Education

Prashanth Arun, Vinita Vader, Erya Xu, Brent McCready-Branch, Sarah Seabrook, Kyle Scholz, Ana Crisan, Igor Grossmann, Pascal Poupart

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

Comments 13 pages. Submitted to EAAI-26 symposium. Under review

Text-Guided Multi-Instance Learning for Scoliosis Screening via Gait Video Analysis

Haiqing Li, Yuzhi Guo, Feng Jiang, Thao M. Dang, Hehuan Ma, Qifeng Zhou, Jean Gao, Junzhou Huang

机构 * Department of Computer Science and Engineering, The University of Texas at Arlington（计算机科学与工程系，德克萨斯大学阿灵顿分校） 纠错

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

Comments 10.5 pages, 4 figures, MICCAI conference

Journal ref Medical Image Computing and Computer Assisted Intervention - MICCAI 2025. MICCAI 2025. Lecture Notes in Computer Science, vol 15965

Comparing Open-Source and Commercial LLMs for Domain-Specific Analysis and Reporting: Software Engineering Challenges and Design Trade-offs

Theo Koraag, Niklas Wagner, Felix Dobslaw, Lucas Gren

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

ReGeS: Reciprocal Retrieval-Generation Synergy for Conversational Recommender Systems

Dayu Yang, Hui Fang

机构 * University of Delaware（德克萨斯大学） 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

Comments Accepted by WISE 2025: 26th International Web Information Systems Engineering conference. Our code is publicly available at the link: https://github.com/dayuyang1999/ReGeS

AI-Guided Quantum Material Simulator for Education. Case Example: The Neuromorphic Materials Calculator 2025

Santiago D. Barrionuevo, Myriam H. Aguirre

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

Comments 40 pages, 5 figures, 1 table. Submitted to International Journal of Artificial Intelligence in Education (Springer)

LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres

Ronal Singh, Shahroz Tariq, Fatemeh Jalalvand, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris, Martin Lochner

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

Comments 21 pages, 9 figures, under review

Pluralistic Alignment for Healthcare: A Role-Driven Framework

Jiayou Zhong, Anudeex Shetty, Chao Jia, Xuanrui Lin, Usman Naseem

机构 * Cheriton School of Computer Science, University of Waterloo（滑铁卢大学计算机科学学院） ； School of Computing, FSE, Macquarie University（麦觉大学计算机学院） ； School of Computing and Information System, the University of Melbourne（墨尔本大学计算机与信息系统学院） ； Rajax Network Technology (ele.me), China（中国Rajax网络技术（饿了么）） ； Alibaba Cloud Computing, Alibaba Group, China（中国阿里云 computing，阿里集团） 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

Comments Accepted to EMNLP 2025 (Main Proceedings)

AI as a teaching tool and learning partner

Steven Watterson, Sarah Atkinson, Elaine Murray, Andrew McDowell

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

Comments 6 Pages, 1 Figure

Reinforcement Learning for Robotic Insertion of Flexible Cables in Industrial Settings

Jeongwoo Park, Seabin Lee, Changmin Park, Wonjong Lee, Changjoo Nam

机构 * Dept. of Electronic Engineering, Sogang University（电子工程系，成均馆大学） ； Dept. of Artificial Intelligence, Sogang University（人工智能系，成均馆大学） 纠错

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

Knowledge Graph Tokenization for Behavior-Aware Generative Next POI Recommendation

Ke Sun, Mayi Xu

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

GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill

Jieming Cui, Tengyu Liu, Ziyu Meng, Jiale Yu, Ran Song, Wei Zhang, Yixin Zhu, Siyuan Huang

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

Seeing the Forest Through the Trees: Knowledge Retrieval for Streamlining Particle Physics Analysis

James McGreivy, Blaise Delaney, Anja Beck, Mike Williams

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

Comments 17 pages, 3 figures