Papers SQL Synthesis
“SQL Synthesis” 태그가 달린 논문 3편 · 필터 해제
CHESS: Contextual Harnessing for Efficient SQL Synthesis
2024-05-27
· Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini 외
Translating natural language questions into SQL queries, known as text-to-SQL, is a long-standing research problem. Effective text-to-SQL synthesis can become very challenging due to (i) the extensive size of database ca…
Large Language ModelPrivacy PreservingRetrievalSQL Synthesis+2Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis
2024-01-22
· Richard Roberson, Gowtham Kaki, Ashutosh Trivedi
This study investigates various approaches to using Large Language Models (LLMs) for Text-to-SQL program synthesis, focusing on the outcomes and insights derived. Employing the popular Text-to-SQL dataset, spider, the go…
16kProgram SynthesisSQL SynthesisText to SQL+1SQUARES: A SQL Synthesizer Using Query Reverse Engineering
2020-08-31
· Pedro Orvalho, Miguel Terra-Neves; Miguel Ventura, Ruben Martins, Vasco Manquinho
Nowadays, many data analysts are domain experts, but they lack programming skills. As a result, many of them can provide examples of data transformations but are unable to produce the desired query. Hence, there is an in…
Enumerative SearchProgram SynthesisSQL Synthesis
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