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RESEARCH27

Residual Skill Optimization for Text-to-SQL Ensembles

arXiv CS.CLΒ·May 22, 2026

DivSkill-SQL introduces a residual skill optimization framework to build complementary Text-to-SQL ensembles, improving accuracy by targeting marginal contributions to Pass@K. It achieves significant accuracy gains on Spider2-Lite for Snowflake and BigQuery over existing ensemble baselines.

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