Fast Inference in Phrase Extraction Models with Belief Propagation.
David BurkettDan KleinPublished in: HLT-NAACL (2012)
Keyphrases
- belief propagation
- factor graphs
- graphical models
- markov random field
- message passing
- loopy belief propagation
- graph cuts
- exact inference
- markov networks
- random fields
- approximate inference
- probabilistic model
- structured prediction
- belief networks
- pairwise
- stereo matching
- partition function
- max product
- bayesian networks
- parameter estimation
- probabilistic inference
- dynamic bayesian networks
- markov chain monte carlo
- energy function
- free energy
- em algorithm
- higher order
- bayesian inference
- fixed point
- maximum likelihood
- similarity measure
- sum product