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Tomer Wolfson Profile picture
Tomer Wolfson
@TomerWolfson
Postdoctoral Fellow, University of Pennsylvania @Penn @upennnlp
Apr 26, 2022 • 5 tweets • 3 min read
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