PURPLE: Making a Large Language Model a Better SQL Writer

Author:

Ren Tonghui1,Fan Yuankai1,He Zhenying1,Huang Ren1,Dai Jiaqi1,Huang Can1,Jing Yinan1,Zhang Kai1,Yang Yifan2,Wang X. Sean1

Affiliation:

1. Fudan University,School of Computer Science

2. Transwarp Technology (Shanghai) Co., Ltd

Funder

NSFC

Publisher

IEEE

Reference65 articles.

1. Synchromesh: Reliable code generation from pre-trained language models;Poesia;ICLR,2022

2. DIN-SQL: decomposed in-context learning of text-to-sql with self-correction;Pourreza;CoRR,2023

3. Sql-palm: Improved large language model adaptation for text-to-sql;Sun;CoRR,2023

4. Evaluating the text-to-sql capabilities of large language models;Rajkumar;CoRR,2022

5. A comprehensive evaluation of chatgpts zero-shot text-to-sql capability;Liu;CoRR,2023

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