We follow the data preprocessing in (Wang et al., 2017).
we first preprocess the dataset by running both tables and question-query pairs through Stanford Stanza (Manning et al., 2014) using the script included with the WikiSQL dataset, which normalizes punctuations and cases of the dataset.