This repository contains code for compositional perturbations as described in the following paper:
Tailor: Generating and Perturbing Text with Semantic Controls
Alexis Ross*, Tongshuang Wu*, Hao Peng, Matthew E. Peters, Matt Gardner Association for Computational Linguistics (ACL), 2022
Bibtex for citations:
@inproceedings{ross-etal-2022-tailor,
title = "Tailor: Generating and Perturbing Text with Semantic Controls",
author = "Ross, Alexis and
Wu, Tongshuang and
Peng, Hao and
Peters, Matthew E and
Gardner, Matt",
booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics",
month = aug,
year = "2022",
address = "Online",
publisher = "Association for Computational Linguistics",
}From Pypi:
pip install tailor_nlpFrom source:
git clone https://github.com/allenai/tailor.git
cd tailor
pip install -e .See link for information on how to format Ontonotes 5.0 and train the Tailor generator.
See link for the data. (More information in Section 5 of the paper.)