Compositional Generalization via Neural-Symbolic Stack Machines

Xinyun Chen, Chen Liang, Adams Wei Yu +2

Despite achieving tremendous success, existing deep learning models have exposed limitations in compositional generalization, the capability to learn compositional rules and apply…