SPEN

Structured Prediction Energy Networks (SPENs) are a flexible, expressive approach to structured prediction. A deep architecture is used to define an energy function of candidate labels, and then predictions are produced by using backpropagation to iteratively optimize the energy with respect to the labels. Please see our paper for more details.