Adversarial Constraint Learning
Source code for our IJCAI paper "Adversarial Constraint Learning for Structured Prediction".
If you find it helpful, please consider citing our paper.
@article{ren2018adversarial,
title={Adversarial Constraint Learning for Structured Prediction},
author={Ren, Hongyu and Stewart, Russell and Song, Jiaming and Kuleshov, Volodymmyr and Ermon, Stefano},
journal={arXiv preprint arXiv:1805.10561},
year={2018}
}
Requirements
-
python 2.7
-
Tensorflow 1.6.0
Training
python acl.py --hypes hypes/kick.json --num_with_label 5 --iters 20000 --logdir path/to/log
Samples
If you have any questions, feel free to contact hyren@cs.stanford.edu.