语言大模型 / LLM

Leveraging Large Language Models for Identifying Knowledge Components

Canwen Wang, Jionghao Lin, Kenneth R. Koedinger

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments Accepted as an extended abstract in The International Conference on Learning Analytics & Knowledge (LAK'25) Workshop: LLMs for Qualitative Analysis in Education

Evaluating Prompting Strategies with MedGemma for Medical Order Extraction

Abhinand Balachandran, Bavana Durgapraveen, Gowsikkan Sikkan Sudhagar, Vidhya Varshany J S, Sriram Rajkumar

机构 * EXL Health AI Lab at MEDIQA-OE 2025（EXL健康AI实验室） 纠错

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

Comments 2 figures 7 pages

Feature Quality and Adaptability of Medical Foundation Models: A Comparative Evaluation for Radiographic Classification and Segmentation

Frank Li, Theo Dapamede, Mohammadreza Chavoshi, Young Seok Jeon, Bardia Khosravi, Abdulhameed Dere, Beatrice Brown-Mulry, Rohan Satya Isaac, Aawez Mansuri, Chiratidzo Sanyika, Janice Newsome, Saptarshi Purkayastha, Imon Banerjee, Hari Trivedi, Judy Gichoya

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

Comments 7 figures, 3 tables

SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations

Eric Xie, Danielle Waterfield, Michael Kennedy, Aidong Zhang

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

Comments 32 pages, 14 figures, accepted into EAAI 2026

Retrieval-Augmented Generation in Medicine: A Scoping Review of Technical Implementations, Clinical Applications, and Ethical Considerations

Rui Yang, Matthew Yu Heng Wong, Huitao Li, Xin Li, Wentao Zhu, Jingchi Liao, Kunyu Yu, Jonathan Chong Kai Liew, Weihao Xuan, Yingjian Chen, Yuhe Ke, Jasmine Chiat Ling Ong, Douglas Teodoro, Chuan Hong, Daniel Shi Wei Ting, Nan Liu

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

Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for Pulmonary Embolism Diagnosis and Report Generation from CTPA

Zhusi Zhong, Yuli Wang, Lulu Bi, Zhuoqi Ma, Sun Ho Ahn, Christopher J. Mullin, Colin F. Greineder, Michael K. Atalay, Scott Collins, Grayson L. Baird, Cheng Ting Lin, Webster Stayman, Todd M. Kolb, Ihab Kamel, Harrison X. Bai, Zhicheng Jiao

机构 * Department of Diagnostic Imaging, Brown University Health（布朗大学健康中心诊断影像科） ； Warren Alpert Medical School of Brown University（布朗大学沃伦·阿尔珀特医学院） ； Department of Biomedical Engineering, Johns Hopkins University School of Medicine（约翰霍普金斯大学医学院生物医学工程系） ； Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine（约翰霍普金斯大学医学院放射科） ； Johns Hopkins University Division of Pulmonary and Critical Care Medicine（约翰霍普金斯大学肺科与重症医学科） ； Department of Radiology, University of Colorado School of Medicine（科罗拉多大学医学院放射科） 纠错

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

Behavior Modeling for Training-free Building of Private Domain Multi Agent System

Won Ik Cho, Woonghee Han, Kyung Seo Ki, Young Min Kim

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

Comments 10 pages, 1 figure, 2 tables

Predicate-Argument Structure Divergences in Chinese and English Parallel Sentences and their Impact on Language Transfer

Rocco Tripodi, Xiaoyu Liu

机构 * Department of Environmental Sciences, Informatics and Statistics（环境科学、信息学与统计学系） ； Department of Linguistic Sciences And Foreign Literatures（语言科学与外国文学系） 纠错

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

From Static Structures to Ensembles: Studying and Harnessing Protein Structure Tokenization

Zijing Liu, Bin Feng, He Cao, Yu Li

机构 * International Digital Economy Academy Shenzhen, China（国际数字经济学院深圳） 纠错

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

Comments NeurIPS 2025 AI for Science Workshop