IEEE transactions on visualization and computer graphics
ConceptViz: A Visual Analytics Approach for Exploring Concepts in Large Language Models.
Haoxuan Li, Zhen Wen, Qiqi Jiang, Chenxiao Li, Yuwei Wu, Yuchen Yang, Yiyao Wang, Xiuqi Huang, Minfeng Zhu, Wei Chen
Published: 202510.1109/TVCG.2025.3634806
Abstract
Large language models (LLMs) have achieved remarkable performance across a wide range of natural language tasks. Understanding how LLMs internally represent knowledge remains a significant challenge. Despite Sparse Autoencoders (SAEs) have emerged as…
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