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What is: Table Pre-training via Execution?

SourceTAPEX: Table Pre-training via Learning a Neural SQL Executor
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

TAPEX is a conceptually simple and empirically powerful pre-training approach to empower existing models with table reasoning skills. TAPEX realizes table pre-training by learning a neural SQL executor over a synthetic corpus, which is obtained by automatically synthesising executable SQL queries.