trunghlt / NL2SQL-BERT

Content Enhanced BERT-based Text-to-SQL Generation

NL2SQL-BERT

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

Run

1, Data prepare:

data_and_model/output_entity.py

2, Train and eval:

train.py

Results on BERT-Base-Uncased without EG

Model	Dev logical form accuracy	Dev execution accuracy	Test logical form accuracy	Test execution accuracy
SQLova	80.6	86.5	80.0	85.5
Our Methods	84.3	90.0	83.7	89.2

Reference

https://github.com/naver/sqlova