语言大模型 / LLM

Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition

Redwan Sony, Parisa Farmanifard, Arun Ross, Anil K. Jain

机构 * Michigan State University（密歇根州立大学） 纠错

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

Comments Accepted at the International Conference on Computer Vision (ICCV) 2025 Workshop

A Frame for Communication Control

Aernout Schmidt, Kunbei Zhang

专题命中 领域大模型 ：LLM(abstract)

Comments 10,216 words, 21 pages, 3 tables

UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation

Yue Zhou, Yuan Bi, Wenjuan Tong, Wei Wang, Nassir Navab, Zhongliang Jiang

机构 * Computer Aided Medical Procedures (CAMP)（计算机辅助医疗程序） ； TU Munich, Germany（慕尼黑工业大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心） ； The First Affiliated Hospital of Sun Yat-Sen University（中山大学附属第一医院） 纠错

专题命中 领域大模型 ：language model(abstract)

Dark Count Rate Stability of JUNO 20-inch PMTs in Mass Testing

Min Li, Narongkiat Rodphai, Caimei Liu, Zhimin Wang, Zhaoyuan Peng, Jun Wang, Nikolay Anfimov, Denis Korablev, Tobias Lachenmaier, Alexander G. Olshevskiy, Zhonghua Qin, Tobias Sterr, Alexander Felix Tietzsch, Rong Zhao, Wei Wang, Kaile Wen, Bjoern Soenke Wonsak, Wan Xie, Meihang Xu, Yu Zhang

专题命中 领域大模型 ：prompting(abstract)

Comments 24 pages, 19 figures

VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation

Brunó B. Englert, Gijs Dubbelman

机构 * Eindhoven University of Technology（埃因霍温理工大学） 纠错

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

GPU-accelerated Direct Geolocation of GNSS Interference

Jacob S. Clements, Zachary L. Clements

专题命中 领域大模型 ：prompting(abstract)

Omni Geometry Representation Learning vs Large Language Models for Geospatial Entity Resolution

Kalana Wijegunarathna, Kristin Stock, Christopher B. Jones

机构 * School of Mathematical and Computational Sciences, Massey University（梅西大学数学与计算科学学院） ； School of Computer Science and Informatics, Cardiff University（卡迪夫大学计算机科学与信息学院） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.AI

DanceChat: Large Language Model-Guided Music-to-Dance Generation

Qing Wang, Xiaohang Yang, Yilan Dong, Naveen Raj Govindaraj, Gregory Slabaugh, Shanxin Yuan

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Harmony: A Human-Aware, Responsive, Modular Assistant with a Locally Deployed Large Language Model

Ziqi Yin, Mingxin Zhang, Daisuke Kawahara

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)

$μ$KE: Matryoshka Unstructured Knowledge Editing of Large Language Models

Zian Su, Ziyang Huang, Kaiyuan Zhang, Xiangyu Zhang

机构 * Purdue University（普渡大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments COLM 2025. The first two authors contributed equally to this work

Model-Agnostic Policy Explanations with Large Language Models

Zhang Xi-Jia, Yue Guo, Shufei Chen, Simon Stepputtis, Matthew Gombolay, Katia Sycara, Joseph Campbell

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Carnegie Mellon University（卡内基梅隆大学） ； Purdue University（普渡大学） 纠错

专题命中 知识编辑与模型理解 ：language model(title,abstract)；large language model(title,abstract)；分类 cs.LG

Comments To appear in Proceedings of the 2nd Conference on Language Modeling (COLM 2025). arXiv admin note: substantial text overlap with arXiv:2311.18062

Probing Syntax in Large Language Models: Successes and Remaining Challenges

Pablo J. Diego-Simón, Emmanuel Chemla, Jean-Rémi King, Yair Lakretz

机构 * LSCP, ENS, PSL, EHESS, CNRS（劳动和社会保障部、巴黎高等师范学院、巴黎社会科学学院、法国国家科学研究中心） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Large Language Models Facilitate Vision Reflection in Image Classification

Guoyuan An, JaeYoon Kim, SungEui Yoon

专题命中 知识编辑与模型理解 ：language model(title,abstract)；large language model(title)；prompting(abstract)

Word Clouds as Common Voices: LLM-Assisted Visualization of Participant-Weighted Themes in Qualitative Interviews

Joseph T. Colonel, Baihan Lin

机构 * Icahn School of Medicine at Mount Sinai（伊卡恩医学院辛辛那提分校） 纠错

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Steering the CensorShip: Uncovering Representation Vectors for LLM "Thought" Control

Hannah Cyberey, David Evans

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to COLM 2025

Highlight All the Phrases: Enhancing LLM Transparency through Visual Factuality Indicators

Hyo Jin Do, Rachel Ostrand, Werner Geyer, Keerthiram Murugesan, Dennis Wei, Justin Weisz

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 16 pages, 8 figures, To be published in Proceedings of the 8th AAAI/ACM Conference on AI, Ethics, and Society (AIES 2025)

HERGC: Heterogeneous Experts Representation and Generative Completion for Multimodal Knowledge Graphs

Yongkang Xiao, Rui Zhang

机构 * University of Minnesota（明尼苏达大学） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；pretraining(abstract)

LL3M: Large Language 3D Modelers

Sining Lu, Guan Chen, Nam Anh Dinh, Itai Lang, Ari Holtzman, Rana Hanocka

机构 * University of Chicago（芝加哥大学） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Our project page is at https://threedle.github.io/ll3m

Generative AI for Strategic Plan Development

Jesse Ponnock

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 11 pages, 9 figures

MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation

Wenlong Wu, Haofen Wang, Bohan Li, Peixuan Huang, Xinzhe Zhao, Lei Liang

机构 * 1 College of Artificial Intelligence, Nanjing University of Aeronautics ； Astronautics, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education ； 2 College of Design \& Innovation, Tongji University ； 3 Key Laboratory of Intelligent Decision ； 4 Collaborative Innovation Center of Novel Software Technology 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted by ICDE 2025 Research Paper

Journal ref In 2025 IEEE 41st International Conference on Data Engineering (ICDE), Hong Kong, 2025, pp. 3070-3083

Hide or Highlight: Understanding the Impact of Factuality Expression on User Trust

Hyo Jin Do, Werner Geyer

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 17 pages, 3 figures, To be published in Proceedings of the 8th AAAI/ACM Conference on AI, Ethics, and Society (AIES 2025)

SketchConcept: Sketching-based Concept Recomposition for Product Design using Generative AI

Runlin Duan, Chenfei Zhu, Yuzhao Chen, Dizhi Ma, Jingyu Shi, Ziyi Liu, Karthik Ramani

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Imaginative World Modeling with Scene Graphs for Embodied Agent Navigation

Yue Hu, Junzhe Wu, Ruihan Xu, Hang Liu, Avery Xi, Henry X. Liu, Ram Vasudevan, Maani Ghaffari

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments 23 pages

Bidirectional Hierarchical Protein Multi-Modal Representation Learning

Xuefeng Liu, Songhao Jiang, Chih-chan Tien, Jinbo Xu, Rick Stevens

机构 * Argonne National Laboratory（阿贡国家实验室） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.AI、cs.LG

L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation

Johanna P. Müller, Robert Wright, Thomas G. Day, Lorenzo Venturini, Samuel F. Budd, Hadrien Reynaud, Joseph V. Hajnal, Reza Razavi, Bernhard Kainz

机构 * King's College London, London, UK（伦敦国王学院） ； Imperial College London, London, UK（伦敦帝国学院） 纠错

专题命中 知识编辑与模型理解 ：foundation model(abstract)

Comments Accepted at MICCAI ASMUS 2025

AI-AI Bias: large language models favor communications generated by large language models

Walter Laurito, Benjamin Davis, Peli Grietzer, Tomáš Gavenčiak, Ada Böhm, Jan Kulveit

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 8 pages, 4 figures

Journal ref Proc. Natl. Acad. Sci. U.S.A. 122 (31) e2415697122 (2025)

Story Ribbons: Reimagining Storyline Visualizations with Large Language Models

Catherine Yeh, Tara Menon, Robin Singh Arya, Helen He, Moira Weigel, Fernanda Viégas, Martin Wattenberg

机构 * Harvard University（哈佛大学） ； Google（谷歌） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.LG

Comments Accepted to IEEE VIS 2025 (11 pages, 9 figures)

BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models

Jianting Tang, Yubo Wang, Haoyu Cao, Linli Xu

机构 * University of Science and Technology of China（中国科学技术大学） ； State Key Laboratory of Cognitive Intelligence（认知智能国家重点实验室） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments Accepted to ICCV 2025

MambaTrans: Multimodal Fusion Image Translation via Large Language Model Priors for Downstream Visual Tasks

Yushen Xu, Xiaosong Li, Zhenyu Kuang, Xiaoqi Cheng, Haishu Tan, Huafeng Li

机构 * School of Physics and Optoelectronic Engineering（物理与光电工程学院） ； Guangdong-HongKong-Macao Joint Laboratory for Intelligent Micro-Nano Optoelectronic Technology（粤港澳联合智能微纳光电技术实验室） ； School of Information Engineering and Automation（信息工程与自动化学院） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)

CITYWALK: Enhancing LLM-Based C++ Unit Test Generation via Project-Dependency Awareness and Language-Specific Knowledge

Yuwei Zhang, Qingyuan Lu, Kai Liu, Wensheng Dou, Jiaxin Zhu, Li Qian, Chunxi Zhang, Zheng Lin, Jun Wei

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Preprint, to appear in the ACM Transactions on Software Engineering and Methodology (TOSEM)