ODIN uses schema masking, conformal-prediction filtering, and user-preference hints to return a small set of SQL queries that includes the correct one more often than baseline sampling on ambiguous-schema benchmarks.
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ODIN: A NL2SQL Recommender to Handle Schema Ambiguity
ODIN uses schema masking, conformal-prediction filtering, and user-preference hints to return a small set of SQL queries that includes the correct one more often than baseline sampling on ambiguous-schema benchmarks.