How far can we get by training Text-to-SQL models without any annotated SQL? Pretty far, it seems!

Our new work in Findings of #NAACL2022 with @JonathanBerant and Daniel Deutch

Paper: arxiv.org/abs/2112.06311
Code: github.com/tomerwolgithub…

🧵 1/5 Text-to-SQL models should help non-experts easily query databases. But annotating examples to train them requires expertise (labeling NL utterances with SQL queries).

Can we train good enough models without any expert annotations?

2/5