2022
Improving Compositional Generalization with Latent Structure and Data Augmentation
NAACL 2022long
Generic unstructured neural networks have been shown to struggle on out-of-distribution compositional generalization. Compositional data augmentation via example recombination has transferred some prior knowledge about compositionality to such black-box neural models for several semantic parsing tas…