Dhruva Dhingra

CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL

Existing Text-to-SQL generators require the entire schema to be encoded with the user text. This is expensive or impractical for large databases with tens of thousands of columns. Standard dense retrieval techniques are inadequate for schema subsetting of a large structured database, where the cor…