Compositional Generalization via Structural Identification in a Category-Theoretic Framework

Akihiro Maeda, Thomas Seiller, Yohei Oseki

Compositional generalization is usually evaluated through model accuracy. We instead ask which structural or lexical identifications make held-out COGS examples admissible from the…