Introduces LLM-friendly logical database design via three operators (+A, +P, +R) that yield up to 4.2% gains in execution accuracy on BIRD-Union and Spider-Union benchmarks.
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2026 2verdicts
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Schema-First Retrieval embeds catalog metadata rather than rows and uses parallel retrieval plus reranking to raise table and column recall and cut SQL execution errors on three benchmarks.
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The Case for Text-to-SQL Friendly Logical Database Design
Introduces LLM-friendly logical database design via three operators (+A, +P, +R) that yield up to 4.2% gains in execution accuracy on BIRD-Union and Spider-Union benchmarks.