cs.LG, stat.ML

A Unifying Framework for Unsupervised Concept Extraction

arXiv:2604.24936v1 Announce Type: new
Abstract: Techniques for concept extraction, such as sparse autoencoders and transcoders, aim to extract high-level symbolic concepts from low-level nonsymbolic representations. When these extracted concepts are u…