Understanding Simplicity Bias towards Compositional Mappings via Learning Dynamics

Yi Ren, Danica J. Sutherland

Obtaining compositional mappings is important for the model to generalize well compositionally. To better understand when and how to encourage the model to learn such mappings, we…