Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses

Mike Helwig

Text-to-SQL benchmarks ship schemas whose column names already say what the columns mean. Production warehouses are the inverse: cryptic identifiers, partial or absent documentatio…