To understand how well structured attention can help a parser differentiate between correct and spurious programs, we analyzed the posterior distribution of consistent programs given a denotation: WIKISQL includes gold-standard SQL annotations, which we do not use in our experiments but exploit here for analysis.
we converted the annotations released with WIKISQL to programs licensed by our grammar.