Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?

Peter Shaw, Ming-Wei Chang, Panupong Pasupat +1

Sequence-to-sequence models excel at handling natural language variation, but have been shown to struggle with out-of-distribution compositional generalization. This has motivated…