table2answer

Table2answer: Read the database and answer without SQL

https://arxiv.org/abs/1902.04260

REASONABLE

The reason why we think removing the logic form step is possible is that human can do the text2sql task without explicit logic form.

requirement

python3

tensorflow >= 1.12.0

Train

Step 1.

Download the pre-trained model at https://github.com/google-research/bert and unzip them to uncased_L-12_H-768_A-12

Step 2.

Download the v1.1 squad data at https://github.com/rajpurkar/SQuAD-explorer/tree/master/dataset

Step 3.

use make_data to create the data.

Step 4.

matrix_code/train.py