mars-wei/neuraloperator

NeuralOperator (ACML 2018)

This repository contains data and source code for the system described in:
Adversarial TableQA: Evaluation and Supervision for Question Answering on Tables

Dataset

An altered version of the original WikiSQL dataset (https://github.com/salesforce/WikiSQL), by transforming the SQL statements into "operand information".

Dataset Link

https://drive.google.com/drive/folders/1qkxAEee0_Wm_2ohpbRYk_nvndiMBjEOp

Dataset Info

• Question data

  • Files
    train_set.txt, dev_set.txt, test_set.txt (Tab-separated)
  • Format
    "table ID" "operation" "condition" "question" "operand information" "answer"
  • Notes
    If an instance has more than one value, it is separated by ';'.
    If there is no correct answer, "operand information" and "answer" are '-'.

• Tables

  • json
    • They are files of WikiSQL. Refer to its github page.
  • tsv
    • filename.tsv / filename is the same as table ID.
    • tap-separated
    • First line is column headers in the table.