语言大模型 / LLM

Enhancing Student Learning with LLM-Generated Retrieval Practice Questions: An Empirical Study in Data Science Courses

Yuan An, John Liu, Niyam Acharya, Ruhma Hashmi

机构 * College of Computer and Informatics（计算机与信息学院） ； Drexel University（德雷塞尔大学） 纠错

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

Multi-Modal Hypergraph Enhanced LLM Learning for Recommendation

Xu Guo, Tong Zhang, Yuanzhi Wang, Chenxu Wang, Fuyun Wang, Xudong Wang, Xiaoya Zhang, Xin Liu, Zhen Cui

机构 * School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院） ； Shituoyun (Nanjing) Technology Co., Ltd（石图云（南京）科技有限公司） ； School of Artificial Intelligence, Beijing Normal University（北京师范大学人工智能学院） 纠错

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

Comments 12 pages, 4 figures, submitted to IEEE Transactions on Knowledge and Data Engineering

DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data

Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Jagadeesh Balam, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee

机构 * Graduate Institute of Communication Engineering, National Taiwan University（台湾大学通信工程研究所） ； NVIDIA（英伟达） 纠错

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

Comments Accepted by ICASSP 2025

Distribution-Based Masked Medical Vision-Language Model Using Structured Reports

Shreyank N Gowda, Ruichi Zhang, Xiao Gu, Ying Weng, Lu Yang

机构 * School of Computer Science, University of Nottingham（计算机科学学院，诺丁汉大学） ； Department of Computer Science and Technology, School of Informatics, Xiamen University（计算机科学与技术系，信息学院，厦门大学） ； CHI Lab, University of Oxford（CHI实验室，牛津大学） ； School of Computer Science, University of Nottingham Ningbo China（计算机科学学院，宁波大学中国） 纠错

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

Comments Accepted in MICCAI-W 2025

Exploring Knowledge Tracing in Tutor-Student Dialogues using LLMs

Alexander Scarlatos, Ryan S. Baker, Andrew Lan

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； University of Pennsylvania（宾夕法尼亚大学） 纠错

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

Comments Published in LAK 2025: The 15th International Learning Analytics and Knowledge Conference

VizGenie: Toward Self-Refining, Domain-Aware Workflows for Next-Generation Scientific Visualization

Ayan Biswas, Terece L. Turton, Nishath Rajiv Ranasinghe, Shawn Jones, Bradley Love, William Jones, Aric Hagberg, Han-Wei Shen, Nathan DeBardeleben, Earl Lawrence

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） ； Coastal Carolina University（海岸卡罗来纳大学） ； Ohio State University（俄亥俄州立大学） 纠错

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

MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration

Ruiyin Li, Yiran Zhang, Xiyu Zhou, Peng Liang, Weisong Sun, Jifeng Xuan, Zhi Jin, Yang Liu

机构 * School of Computer Science, Wuhan University（武汉大学计算机学院） ； Nanyang Technological University（南洋理工大学） 纠错

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

Comments 23 pages, 8 images, 1 table, Manuscript submitted to a journal (2025)

Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems

Monika Zamojska, Jarosław A. Chudziak

机构 * Faculty of Electronics and Information Technology（电子与信息技术学院） 纠错

专题命中 领域大模型 ：LLM(title)；分类 cs.AI

Comments Proceedings of the Annual Meeting of the Cognitive Science Society (CogSci 2025), https://escholarship.org/uc/item/7gg6j165

Journal ref Proceedings of the Annual Meeting of the Cognitive Science Society 47 (2025) 1598-1605

Prompt template for a fictitious LLM agent in a content-flagging experiment

Marie-Therese Sekwenz, Daria Simons, Alina Wundsam

专题命中 领域大模型 ：LLM(title)

Proposing a Semantic Movie Recommendation System Enhanced by ChatGPT's NLP Results

Ali Fallahi, Azam Bastanfard, Amineh Amini, Hadi Saboohi

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

Comments May 2023, 6 pages, 5 figures

EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO

Wei Guan, Jun Lan, Jian Cao, Hao Tan, Huijia Zhu, Weiqiang Wang

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

Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs

Raj Krishnan Vijayaraj

机构 * Independent Researcher（独立研究者） 纠错

专题命中 领域大模型 ：prompting(abstract)；分类 cs.AI、cs.LG

Semantics versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification

Yuan Tian, Shuo Wang, Rongzhao Zhang, Zijian Chen, Yankai Jiang, Chunyi Li, Xiangyang Zhu, Fang Yan, Qiang Hu, XiaoSong Wang, Guangtao Zhai

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Institute of Image Communication and Network Engineering, Shanghai Jiao Tong Unversity（图像通信与网络工程学院，上海交通大学） ； Cooperative Medianet Innovation Center, Shanghai Jiao Tong Unversity（合作中网创新中心，上海交通大学） 纠错

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

Comments Accepted to ICCV2025;

Semantic Segmentation of iPS Cells: Case Study on Model Complexity in Biomedical Imaging

Maoquan Zhang, Bisser Raytchev, Xiujuan Sun

机构 * Graduate School of Advanced Science and Engineering, Hiroshima University（广岛大学先进科学与工程研究生院） ； Department of Computer Science, Weifang University of Science and Technology（潍坊科技学院计算机科学系） 纠错

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

Comments 19th International Conference on Machine Vision Applications MVA2025