TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding

TreeMix is a compositional data augmentation approach for natural language understanding. It leverages constituency parsing tree to decompose sentences into sub-structures and recombines them to generate new augmented sentences.