From the source
TAPEX, a table pre-training method that learns a neural SQL executor using synthetic SQL queries and execution results, achieving state-of-the-art results on table question answering and fact verification benchmarks.
Efficient Table Pre-training without Real Data: An Introduction to TAPEX
Story of the weekResearch paper
From the source
In "TAPEX: Table Pre-training via Learning a Neural SQL Executor", we explore using synthetic data as a proxy for real data during pre-training, and demonstrate its powerfulness with TAPEX (Table Pre-training via Execution) as an example.
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