语言大模型 / LLM

Enhance Large Language Models as Recommendation Systems with Collaborative Filtering

Zhisheng Yang, Xiaofei Xu, Ke Deng, Li Li

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

A Feasibility Study on Usability and Trust among Population Groups of a Medical Avatar Supported by Large Language Models with Retrieval Augmented Generation

Roel Boumans, Lisa Cramer, Sascha van de Poll, Henria Vermeulen

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

Comments 22 pages, 4 figures, 2 tables

BiomedXPro: Prompt Optimization for Explainable Diagnosis with Biomedical Vision Language Models

Kaushitha Silva, Mansitha Eashwara, Sanduni Ubayasiri, Ruwan Tennakoon, Damayanthi Herath

机构 * University of Peradeniya（珀德尼亚大学） ； RMIT University（皇家墨尔本理工大学） 纠错

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

Comments 10 Pages + 15 Supplementary Material Pages, 5 figures

Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition

Fan Liu, Jindong Han, Tengfei Lyu, Weijia Zhang, Zhe-Rui Yang, Lu Dai, Cancheng Liu, Hao Liu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； The Hong Kong University of Science and Technology（香港科技大学） 纠错

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

Comments NeurIPS 2025

Your AI, Not Your View: The Bias of LLMs in Investment Analysis

Hoyoung Lee, Junhyuk Seo, Suhwan Park, Junhyeong Lee, Wonbin Ahn, Chanyeol Choi, Alejandro Lopez-Lira, Yongjae Lee

机构 * LG AI Research（LG人工智能研究） 纠错

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 ACM International Conference on AI in Finance (ICAIF)

Foundation Model-Driven Classification of Atypical Mitotic Figures with Domain-Aware Training Strategies

Piotr Giedziun, Jan Sołtysik, Mateusz Górczany, Norbert Ropiak, Marcin Przymus, Piotr Krajewski, Jarosław Kwiecień, Artur Bartczak, Izabela Wasiak, Mateusz Maniewski

机构 * Wrocław University of Science and Technology（沃拉什大学科学与技术学院） ； Cancer Center Sp. z o. o.（癌症中心有限公司） ； Hospital for Lung Diseases - Rebirth（肺病医院-重生） ； Maria Sklodowska-Curie National Research Institute of Oncology（玛丽·斯克洛多夫斯卡国家癌症研究院） ； Pathology Department（病理部门） ； th Military Research Hospital in Bydgoszcz（比多斯茨第10军科研医院） ； Department of Tumor Pathology and Pathomorphology（肿瘤病理与组织病理学部门） ； Oncology Centre Prof. Franciszek Łukaszczyk Memorial Hospital（弗雷德里克·卢卡斯茨基纪念医院肿瘤中心） ； Doctoral School of Medical and Health Sciences, Nicolaus Copernicus University in Toruń（医学与健康科学博士学院，尼古拉斯·哥白尼大学图努恩分校） ； Department of Obstetrics, Gynaecology and Oncology, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Torun（妇产科与肿瘤学系，比多斯茨医学院，尼古拉斯·哥白尼大学图努恩分校） 纠错

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

Dr. Bias: Social Disparities in AI-Powered Medical Guidance

Emma Kondrup, Anne Imouza

机构 * Mila - Quebec AI Institute（魁北克人工智能研究所） ； Centre for Advanced Studies in Bioscience Innovation Law, Faculty of Law, University of Copenhagen（哥本哈根大学法学院生物科学创新研究中心） ； Center for the Study of Democratic Citizenship, Department of Political Science, McGill University（麦吉尔大学政治科学系民主公民研究所以及） 纠错

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

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

CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding

Xi Zhang, Zaiqiao Meng, Jake Lever, Edmond S. L. Ho

机构 * School of Computing Science, University of Glasgow（计算科学学院，格拉斯哥大学） 纠错

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

Comments Preprint, 27 pages, 3 figures

SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented Generation

Ines Besrour, Jingbo He, Tobias Schreieder, Michael Färber

机构 * TU Dresden（德累斯顿理工大学） 纠错

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

Comments Accepted at CIKM 2025

Generating patient cohorts from electronic health records using two-step retrieval-augmented text-to-SQL generation

Angelo Ziletti, Leonardo D'Ambrosi

机构 * Bayer AG（勃林格殷曼公司） 纠错

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

Comments 13 pages, 1 figure

The 3rd Place Solution of CCIR CUP 2025: A Framework for Retrieval-Augmented Generation in Multi-Turn Legal Conversation

Da Li, Zecheng Fang, Qiang Yan, Wei Huang, Xuanpu Luo

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

Comments CCIR2025

polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design

Anagha Savit, Harikrishna Sahu, Shivank Shukla, Wei Xiong, Rampi Ramprasad

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

JEDA: Query-Free Clinical Order Search from Ambient Dialogues

Praphul Singh, Corey Barrett, Sumana Srivasta, Amitabh Saikia, Irfan Bulu, Sri Gadde, Krishnaram Kenthapadi

机构 * Oracle Health & AI（Oracle健康与人工智能） 纠错

专题命中 领域大模型 ：LLM(abstract)；分类 cs.AI

Self-Supervised Representation Learning with ID-Content Modality Alignment for Sequential Recommendation

Donglin Zhou, Weike Pan, Zhong Ming

专题命中 领域大模型 ：LLM(abstract)

Comments The article has been accepted by Frontiers of Computer Science (FCS), with the DOI: {10.1007/s11704-025-50269-4}

DocMMIR: A Framework for Document Multi-modal Information Retrieval

Zirui Li, Siwei Wu, Yizhi Li, Xingyu Wang, Yi Zhou, Chenghua Lin

专题命中 领域大模型 ：language model(abstract)

Comments Accepted for publication at EMNLP 2025 Findings. Code and data publicly available at https://github.com/J1mL1/DocMMIR