/AOED

Aggregation Strongly Correlated Token Enhanced Prediction

Primary LanguageJupyter Notebook

AOED: Generating SQL with the Aggregation Operator Enhanced Decoding

本仓库是论文"AOED: Generating SQL with the Aggregation Operator Enhanced Decoding"的开源代码。本文工作的内容是实现自然语言到SQL查询语句的翻译，数据集使用的是WikiSQL数据集。本文相比于之前工作的核心改进点是：提出了一种基于统计的算法，对聚合运算符进行增强编码，小幅度提高了模型对聚合运算符的预测准确率。

Citiation

@inproceedings{li_aoed_2022,
	title = {{AOED}: {Generating} {SQL} with the {Aggregation} {Operator} {Enhanced} {Decoding}},
	copyright = {All rights reserved},
	booktitle = {International {Conference} on {Web} {Information} {Systems} and {Applications}},
	publisher = {Springer},
	author = {Li, Yilin and Pan, Xuan and Zhao, Dongming and Wang, Minhui and Wen, Yanlong},
	year = {2022},
	pages = {206--215},
}