语言大模型 / LLM

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