2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment
NAACL 2022findings
In text-to-SQL tasks — as in much of NLP — compositional generalization is a major challenge: neural networks struggle with compositional generalization where training and test distributions differ. However, most recent attempts to improve this are based on word-level synthetic data or specific data…