SQL Synthesis

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (3 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• CHESS: Contextual Harnessing for Efficient SQL Synthesis
  27 May 2024 2 repositories listed Syntology ran 6 of 6 samples · 0 unverified
  Translating natural language questions into SQL queries, known as text-to-SQL, is a long-standing research problem.
• Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis
  22 Jan 2024 1 repository listed
  This study investigates various approaches to using Large Language Models (LLMs) for Text-to-SQL program synthesis, focusing on the outcomes and insights derived.
• SQUARES: A SQL Synthesizer Using Query Reverse Engineering
  31 Aug 2020 1 repository listed
  As a result, many of them can provide examples of data transformations but are unable to produce the desired query.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.