Conditional Random Field Autoencoders for Unsupervised Structured Prediction

Waleed Ammar, Chris Dyer, Noah A. Smith

We introduce a framework for unsupervised learning of structured predictors with overlapping, global features. Each input's latent representation is predicted conditional on the ob…