Code for ICLR2018 paper "Learning Approximate Inference Networks for Structured Prediction".
The code is written in python2.7 and requies Theano0.8.
The folder includes the code for two tasks: Multi-Label Classification and Sequence Labeling.
Learning Approximate Inference Networks for Structured Prediction (https://arxiv.org/abs/1803.03376)
@inproceedings{tu-18,
author={Lifu Tu and Kevin Gimpel},
title={Learning Approximate Inference Networks for Structured Prediction},
booktitle={Proceedings of International Conference on Learning Representations (ICLR)},
year={2018}
}
- GPU and CUDA 8 are required
- Theano 0.8
- lasagne
- torchfile
- numpy