Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems

Dor Arviv, Yehonatan Elisha, Oren Barkan +1

We present a method for extracting \emph{monosemantic} neurons, defined as latent dimensions that align with coherent and interpretable concepts, from user and item embeddings in r…