NL-Edit: Correcting Semantic Parse Errors through Natural Language Interaction

Soon, we will use this repo to release the code and datasets used in

NL-EDIT: Correcting semantic parse errors through natural language interaction.
Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos and Ahmed Hassan Awadallah.
NAACL 2021.

Setup

conda create -n nledit python=3.7

Install: nltk, numpy, attrs, jsonnet

Instructions

• To generate synthetic data:

  cd src/dataaugmentation
  python main.py configs.jsonnet
  

Citation

@inproceedings{Elgohary21NLEdit,
Title = {{NL-EDIT}: Correcting Semantic Parse Errors through Natural Language Interaction},
Author = {Ahmed Elgohary and Christopher Meek and Matthew Richardson and Adam Fourney and Gonzalo Ramos and Ahmed Hassan Awadallah},
Year = {2021},
Booktitle = {Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)},
}