语言大模型 / LLM

Utilizing Large Language Models for Machine Learning Explainability

Alexandros Vassiliades, Nikolaos Polatidis, Stamatios Samaras, Sotiris Diplaris, Ignacio Cabrera Martin, Yannis Manolopoulos, Stefanos Vrochidis, Ioannis Kompatsiaris

机构 * Centre for Research \& Technology, Hellas School of Architecture Technology ； Engineering, University of Brighton, BN2 4GJ, United Kingdom University of Nicosia, 2417 Cyprus 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.LG

LLM Hallucination Detection: HSAD

JinXin Li, Gang Tu, JunJie Hu

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 in Chinese language

Taxonomy, Opportunities, and Challenges of Representation Engineering for Large Language Models

Jan Wehner, Sahar Abdelnabi, Daniel Tan, David Krueger, Mario Fritz

机构 * CISPA Helmholtz Center for Information Security（CISPA赫尔姆霍茨信息安全中心） ； Microsoft（微软） ； University College London（伦敦大学学院） ； Mila, University of Montreal（蒙特利尔大学Mila） 纠错

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

Cluster Paths: Navigating Interpretability in Neural Networks

Nicholas M. Kroeger, Vincent Bindschaedler

机构 * Department of Computer Science University of Florida（计算机科学系佛罗里达大学） 纠错

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

Evaluating Node-tree Interfaces for AI Explainability

Lifei Wang, Natalie Friedman, Chengchao Zhu, Zeshu Zhu, S. Joy Mountford

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 5 pages, 2 figures. Accepted to the 3rd Workshop on Explainability in Human-Robot Collaboration: Real-World Concerns (XHRI 2025), scheduled for March 3, 2025, Hybrid (Melbourne and online) as part of HRI 2025

Can AI Have a Personality? Prompt Engineering for AI Personality Simulation: A Chatbot Case Study in Gender-Affirming Voice Therapy Training

Tailon D. Jackson, Byunggu Yu

机构 * University of the District of Columbia（哥伦比亚特区大学） 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

Geometry-Aware Backdoor Attacks: Leveraging Curvature in Hyperbolic Embeddings

Ali Baheri

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

Geometry of Semantics in Next-Token Prediction: How Optimization Implicitly Organizes Linguistic Representations

Yize Zhao, Christos Thrampoulidis

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； University of British Columbia（不列颠哥伦比亚大学） 纠错

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

Comments Revised manuscript for improved clarity and readability

Uncertainty-Aware Remaining Lifespan Prediction from Images

Tristan Kenneweg, Philip Kenneweg, Barbara Hammer

机构 * University of Bielefeld（比勒菲尔德大学） 纠错

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

Comments Submitted to ISVC 2025

Uncertainty-Informed Active Perception for Open Vocabulary Object Goal Navigation

Utkarsh Bajpai, Julius Rückin, Cyrill Stachniss, Marija Popović

机构 * Center for Robotics, University of Bonn（波恩大学机器人中心） ； MAVLab, TU Delft（代尔夫特理工大学MAVLab） ； Lamarr Institute for Machine Learning and Artificial Intelligence（机器学习与人工智能拉马尔研究所） 纠错

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

Comments 7 pages, 3 figures

Journal ref Proceedings of the 2025 European Conference on Mobile Robots (ECMR)