Abstract Models for Planning

MetaSQL: A Generate-then-Rank Framework for Natural Language to SQL Translation

ICDE 2024

We propose a unified generate-then-rank framework that can be flexibly incorporated with existing NLIDBs to consistently improve their translation accuracy.

July 2024 · Yuankai Fan, Zhenying He, Tonghui Ren, Can Huang, Yinan Jing, Kai Zhang, X. Sean Wang
Abstract Models for Planning

GAR: A Generate-and-Rank Approach for Natural Language to SQL Translation

ICDE 2023

We propose a generate-and-rank approach for accurate natural language to SQL translation.

July 2023 · Yuankai Fan, Zhenying He, Tonghui Ren, Dianjun Guo, Lin Chen, Ruisi Zhu, Guanduo Chen, Yinan Jing, Kai Zhang, X. Sean Wang