MRF-LM

Fast Markov Random Field Language Models

[Documentation in progress]

An implementation of a fast variational inference algorithm for Markov Random Field language models as well as other Markov sequence models.

This algorithm implemented in this project is described in the paper

A Fast Variational Approach for Learning Markov Random Field Language Models
Yacine Jernite, Alexander M. Rush, and David Sontag.
Proceedings of ICML 2015.

Available here.