DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph

Jihyung Lee; Jin-Seop Lee; Jaehoon Lee; YunSeok Choi; Jee-Hyong Lee

doi:10.18653/v1/2025.acl-long.748

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DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph

Jihyung Lee Jin-Seop Lee Jaehoon Lee YunSeok Choi Jee-Hyong Lee

Year: 2025 Pages: 15397-15412

DOI: 10.18653/v1/2025.acl-long.748

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Keywords:

Computer science SQL SQL/PSM Schema (genetic algorithms) Language Integrated Query Data definition language Artificial intelligence Graph Information retrieval Programming language Natural language processing Database Query by Example Theoretical computer science Web search query Search engine

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Semantic Web and Ontologies

Physical Sciences → Computer Science → Artificial Intelligence

Data Quality and Management

Social Sciences → Decision Sciences → Management Science and Operations Research

Service-Oriented Architecture and Web Services

Physical Sciences → Computer Science → Information Systems

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph

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