Investigations in Exact Inference for Hierarchical Translation.
Wilker AzizMarc DymetmanSriram VenkatapathyPublished in: WMT@ACL (2013)
Keyphrases
- exact inference
- hierarchical models
- graphical models
- approximate inference
- bayesian networks
- probabilistic inference
- belief networks
- inference in bayesian networks
- hierarchical model
- belief propagation
- structured prediction
- approximation algorithms
- latent variables
- probabilistic model
- conditional random fields
- random variables
- state space
- learning algorithm
- variational methods
- markov networks
- message passing
- maximum margin
- gaussian process
- special case
- machine learning
- parameter estimation