Code for "Adversarial Constraint Learning for Structured Prediction"
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dataset
hypes
images
LICENSE
README.md
acl.py
generate_gif.py
ops.py
utils.py

README.md

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.