SPICE: Simple Polysemantic Feature Interpretation via Clustering-based Explanation

Sehyun Lee, Dahee Kwon, Damin Lee +1

One of the pivotal recent challenges in neural network interpretability is polysemanticity, where a single neuron is activated by multiple, often unrelated concepts, hindering clea…