语言大模型 / LLM

Evaluating Large Language Models for Functional and Maintainable Code in Industrial Settings: A Case Study at ASML

Yash Mundhra, Max Valk, Maliheh Izadi

机构 * Delft University of Technology（代尔夫特理工大学） ； ASML（ASML公司） 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 in the 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025 (Industry track)

Leveraging Large Language Models to Effectively Generate Visual Data for Canine Musculoskeletal Diagnoses

Martin Thißen, Thi Ngoc Diep Tran, Barbara Esteve Ratsch, Ben Joel Schönbein, Ute Trapp, Beate Egner, Romana Piat, Elke Hergenröther

机构 * Darmstadt University of Applied Sciences（达姆施塔特应用技术大学） ； Veterinary Academy of Higher Learning（兽医高等学习学院） ； European University of Technology（欧洲技术大学） 纠错

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

Journal ref Computer Science Research Notes 3501(1) (2025) 27-38

Evaluating the Robustness of Open-Source Vision-Language Models to Domain Shift in Object Captioning

Federico Tavella, Amber Drinkwater, Angelo Cangelosi

机构 * Centre for Robotic Autonomy in Demanding and Long-lasting Environments（机器人自主性在恶劣和持久环境中的研究中心） ； Centre for Robotics and AI（机器人与人工智能中心） ； University of Manchester（曼彻斯特大学） ； Amentum Clean Energy Ltd（Amentum清洁能源有限公司） 纠错

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

Prompting the Professoriate: A Qualitative Study of Instructor Perspectives on LLMs in Data Science Education

Ana Elisa Lopez-Miranda, Tiffany Timbers, Rohan Alexander

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

Comments 45 pages, 16 figures, 1 table

ALL-PET: A Low-resource and Low-shot PET Foundation Model in Projection Domain

Bin Huang, Kang Chen, Bingxuan Li, Huafeng Liu, Qiegen Liu

专题命中 领域大模型 ：foundation model(title,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)

Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs

Ayush Gupta, Ramneet Kaur, Anirban Roy, Adam D. Cobb, Rama Chellappa, Susmit Jha

机构 * SRI（SRI研究院） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

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

Comments Accepted to EMNLP 2025 main conference

Simulating Clinical AI Assistance using Multimodal LLMs: A Case Study in Diabetic Retinopathy

Nadim Barakat, William Lotter

机构 * Dana-Farber Cancer Institute & Tufts University School of Medicine（达纳-法伯癌症研究所及塔夫茨大学医学院） ； Dana-Farber Cancer Institute Brigham and Women’s Hospital & Harvard Medical School（达纳-法伯癌症研究所布里特妇女医院及哈佛医学院） 纠错

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

Empowering Clinical Trial Design through AI: A Randomized Evaluation of PowerGPT

Yiwen Lu, Lu Li, Dazheng Zhang, Xinyao Jian, Tingyin Wang, Siqi Chen, Yuqing Lei, Jiayi Tong, Zhaohan Xi, Haitao Chu, Chongliang Luo, Alexis Ogdie, Brian Athey, Alparslan Turan, Michael Abramoff, Joseph C Cappelleri, Hua Xu, Yun Lu, Jesse Berlin, Daniel I. Sessler, David A. Asch, Xiaoqian Jiang, Yong Chen

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

HoloDx: Knowledge- and Data-Driven Multimodal Diagnosis of Alzheimer's Disease

Qiuhui Chen, Jintao Wang, Gang Wang, Yi Hong

机构 * School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院） ； Department of Neurology, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine（上海交通大学医学院附属仁济医院神经内科） 纠错

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

Comments Accepted by IEEE Transactions on Medical Imaging (TMI)