Storing verified corrected text-to-SQL queries in a per-database bank improves held-out first-attempt accuracy by 4.34 percentage points, capturing 44.4% of on-demand repair headroom.
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From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL
Storing verified corrected text-to-SQL queries in a per-database bank improves held-out first-attempt accuracy by 4.34 percentage points, capturing 44.4% of on-demand repair headroom.