Even though our individual modules are similar to SQLNet and TypeSQL, our syntax-aware decoder allows the modules to incorporate the SQL decoding history, which helps to achieve a significant gain in exact matching for queries of all hardness levels.
even without our data augmentation technique, SyntaxSQLNet outperforms the previous best, TypeSQL, by 5%.