A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability

A Liu, X Hu, L Wen, PS Yu - arXiv preprint arXiv:2303.13547, 2023 - arxiv.org
This paper presents the first comprehensive analysis of ChatGPT's Text-to-SQL ability. Given
the recent emergence of large-scale conversational language model ChatGPT and its
impressive capabilities in both conversational abilities and code generation, we sought to
evaluate its Text-to-SQL performance. We conducted experiments on 12 benchmark
datasets with different languages, settings, or scenarios, and the results demonstrate that
ChatGPT has strong text-to-SQL abilities. Although there is still a gap from the current state …

[引用][C] A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability.(2023)

A Liu, X Hu, L Wen, PS Yu - arXiv preprint cs.CL/2303.13547, 2023
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