Disentangling Structure and Semantics: How Schema Representation Affects LLM-Based SQL Generation

Daniel Yitian Su, Sophie Yiran Su, Qiang Sun +2

LLM-based text-to-SQL pipelines read the database schema as text, which carries both structural cues (tables, keys, relationships) and semantic cues (table and column names); prior…