intuitionmachine / acl

Code for "Adversarial Constraint Learning for Structured Prediction"

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 [email protected].