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20242026
most citedDocs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models

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cs.DB2026

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…