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

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

12 March 2023

Aiwei Liu

Lijie Wen

Philip S. Yu

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

10 / 10 papers shown

Title
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 31 0 0 05 Nov 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 26 0 0 24 Sep 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 44 49 0 12 Jun 2024
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval Peter Baile Chen Yi Zhang Dan Roth LMTD 24 12 0 15 Apr 2024
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 23 9 0 16 Dec 2023
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 109 195 0 06 Oct 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 50 40 0 28 Jun 2022
CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers Dongling Xiao Linzheng Chai Qian-Wen Zhang Zhao Yan Zhoujun Li Yunbo Cao 30 12 0 16 May 2022
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 64 76 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 138 291 0 10 Sep 2021