Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings

Yi Ren, Samuel Lavoie, Mikhail Galkin +2

Compositional generalization, the ability of an agent to generalize to unseen combinations of latent factors, is easy for humans but hard for deep neural networks. A line of resear…