语言大模型 / LLM

SynLLM: A Comparative Analysis of Large Language Models for Medical Tabular Synthetic Data Generation via Prompt Engineering

Arshia Ilaty, Hossein Shirazi, Hajar Homayouni

机构 * Computational Science Research Center, San Diego State University（圣地亚哥州立大学计算科学研究中心） 纠错

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

Comments 10 Pages, 2 Supplementary Pages, 6 Tables

ColorGPT: Leveraging Large Language Models for Multimodal Color Recommendation

Ding Xia, Naoto Inoue, Qianru Qiu, Kotaro Kikuchi

机构 * The University of Tokyo（东京大学） ； CyberAgent AI Lab（CyberAgent AI实验室） 纠错

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

Comments Accepted to ICDAR2025

TurQUaz at CheckThat! 2025: Debating Large Language Models for Scientific Web Discourse Detection

Tarık Saraç, Selin Mergen, Mucahid Kutlu

机构 * TOBB University of Economics（经济技术大学） ； Qatar University（卡塔尔大学） 纠错

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

Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters

Mahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong

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

When the Domain Expert Has No Time and the LLM Developer Has No Clinical Expertise: Real-World Lessons from LLM Co-Design in a Safety-Net Hospital

Avni Kothari, Patrick Vossler, Jean Digitale, Mohammad Forouzannia, Elise Rosenberg, Michele Lee, Jennee Bryant, Melanie Molina, James Marks, Lucas Zier, Jean Feng

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

LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization

Erica Zhang, Ryunosuke Goto, Naomi Sagan, Jurik Mutter, Nick Phillips, Ash Alizadeh, Kangwook Lee, Jose Blanchet, Mert Pilanci, Robert Tibshirani

机构 * Stanford University School of Engineering（斯坦福大学工程学院） ； Stanford University School of Medicine（斯坦福大学医学院） ； Stanford University Department of Statistics（斯坦福大学统计学系） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） 纠错

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

Comments 21 pages, 16 figures

DepressLLM: Interpretable domain-adapted language model for depression detection from real-world narratives

Sehwan Moon, Aram Lee, Jeong Eun Kim, Hee-Ju Kang, Il-Seon Shin, Sung-Wan Kim, Jae-Min Kim, Min Jhon, Ju-Wan Kim

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

VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge

Zihan Li, Diping Song, Zefeng Yang, Deming Wang, Fei Li, Xiulan Zhang, Paul E. Kinahan, Yu Qiao

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； University of Washington（华盛顿大学） ； Shenzhen Institutes of Advanced Technology（深圳先进技术研究所） ； Chinese Academy of Sciences（中国科学院） ； State Key Laboratory of Ophthalmology（眼科学国家重点实验室） ； Zhongshan Ophthalmic Center（中山眼科中心） ； Sun Yat-sen University（中山大学） ； Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science（广东省眼科学与视觉科学重点实验室） ； Guangdong Provincial Clinical Research Center for Ocular Diseases（广东省眼科临床研究中心） ； Department of Bioengineering（生物工程系） ； Department of Radiology（放射科） 纠错

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

Comments Accepted by IEEE TPAMI, 14 pages, 15 tables, 4 figures with Appendix

DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion

Huiguo He, Huan Yang, Zixi Tuo, Yuan Zhou, Qiuyue Wang, Yuhang Zhang, Zeyu Liu, Wenhao Huang, Hongyang Chao, Jian Yin

机构 * School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院） ； School of Artificial Intelligence, Sun Yat-sen University（中山大学人工智能学院） 纠错

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

Comments Accepted by TPAMI

Using LLMs to Capture Users' Temporal Context for Recommendation

Milad Sabouri, Masoud Mansoury, Kun Lin, Bamshad Mobasher

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

Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations

Milad Sabouri, Masoud Mansoury, Kun Lin, Bamshad Mobasher

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

Evaluating Trust in AI, Human, and Co-produced Feedback Among Undergraduate Students

Audrey Zhang, Yifei Gao, Wannapon Suraworachet, Tanya Nazaretsky, Mutlu Cukurova

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

Comments 35 pages, 6 figures. Under review at Assessment and Evaluation in Higher Education

HINTs: Sensemaking on large collections of documents with Hypergraph visualization and INTelligent agents

Sam Yu-Te Lee, Kwan-Liu Ma

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

Journal ref IEEE Transactions on Visualization and Computer Graphics, vol. 31, no. 9, pp. 5532-5546, Sept. 2025

Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision

Ahsan Habib Akash, Greg Murray, Annahita Amireskandari, Joel Palko, Carol Laxson, Binod Bhattarai, Prashnna Gyawali

机构 * West Virginia University（西弗吉尼亚大学） ； University of Aberdeen（阿伯丁大学） 纠错

专题命中 领域大模型 ：language model(abstract)

Comments 3rd Workshop in Data Engineering in Medical Imaging (DEMI), MICCAI-2025 Workshop

DeCRED: Decoder-Centric Regularization for Encoder-Decoder Based Speech Recognition

Alexander Polok, Santosh Kesiraju, Karel Beneš, Bolaji Yusuf, Lukáš Burget, Jan Černocký

专题命中 领域大模型 ：language model(abstract)

Comments Accepted at IEEE ASRU 2025