Compositional Generalization with Tree Stack Memory Units

Forough Arabshahi, Zhichu Lu, Pranay Mundra +2

We study compositional generalization, viz., the problem of zero-shot generalization to novel compositions of concepts in a domain. Standard neural networks fail to a large extent…