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cs.SE 1

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2026 1

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R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL

cs.SE · 2026-04-28 · unverdicted · novelty 6.0

R³-SQL improves Text-to-SQL by ranking execution-equivalent SQL groups with a unified reward and selectively resampling missing correct queries, reaching 75.03% accuracy on BIRD-dev.

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  • R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL cs.SE · 2026-04-28 · unverdicted · none · ref 2

    R³-SQL improves Text-to-SQL by ranking execution-equivalent SQL groups with a unified reward and selectively resampling missing correct queries, reaching 75.03% accuracy on BIRD-dev.