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

1. python 2.7

2. 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.