IllinoisSL: A JAVA Library for Structured Prediction.

Kai-Wei Chang Shyam Upadhyay Ming-Wei Chang Vivek Srikumar Dan Roth

Published in: CoRR (2015)

Keyphrases

structured prediction
maximum margin
conditional random fields
efficient learning
convex optimization
latent variables
markov networks
approximate inference
probabilistic model
generative model
belief networks
information extraction
supervised learning
hidden variables