Browse project ideas, reference papers, abstracts and academic guidance related to Database Management Systems.
This project direction is based on recent Text-to-SQL, database-assistant, and LLM-driven data-access research. The work can convert natural-language questions into database queries, explain SQL, generate ER diagrams, or support secure database analytics.…
Reference Paper: DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
This project direction is based on recent Text-to-SQL, database-assistant, and LLM-driven data-access research. The work can convert natural-language questions into database queries, explain SQL, generate ER diagrams, or support secure database analytics.…
Reference Paper: DAIL-SQL: Text-to-SQL Generation via Decoupled Question Representation and Skeleton Retrieval
This project direction is based on recent Text-to-SQL, database-assistant, and LLM-driven data-access research. The work can convert natural-language questions into database queries, explain SQL, generate ER diagrams, or support secure database analytics.…
Reference Paper: Retrieval-Augmented Generation for Large Language Models: A Survey
This project direction is based on recent Text-to-SQL, database-assistant, and LLM-driven data-access research. The work can convert natural-language questions into database queries, explain SQL, generate ER diagrams, or support secure database analytics.…
Reference Paper: A Survey of Large Language Models
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