Chat2Query: A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models-Reference-Cited by-同舟云学术

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Chat2Query: A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models

Published:2024-05-13 Issue: Volume: Page:5429-5432
ISSN:
Container-title:2024 IEEE 40th International Conference on Data Engineering (ICDE)
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Author:

Zhu Jun-Peng¹,Cai Peng¹,Niu Boyan²,Ni Zheming²,Xu Kai²,Huang Jiajun²,Wan Jianwei²,Ma Shengbo²,Wang Bing²,Zhang Donghui²,Tang Liu²,Liu Qi²

Affiliation:

1. East China Normal University

2. Ping CAP

Funder

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx8/10597630/10597390/10597681.pdf?arnumber=10597681

Reference10 articles.

1. Automating Exploratory Data Analysis via Machine Learning: An Overview

2. XInsight: eXplainable Data Analysis Through The Lens of Causality

3. GenSql: A Generative Natural Language Interface to Database Systems

4. Gar: A Generate-and-Rank Approach for Natural Language to SQL Translation

5. A comprehensive eval-uation of chatgpts zero-shot text-to-sql capability;Liu;arXiv preprint,2023

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