Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules.
Baskaran SankaranGholamreza HaffariAnoop SarkarPublished in: IJCNLP (2013)
Keyphrases
- variational inference
- hierarchical bayesian
- machine translation
- bayesian inference
- statistical machine translation
- probabilistic model
- topic models
- gaussian process
- association rules
- latent dirichlet allocation
- posterior distribution
- closed form
- variational methods
- mixture model
- exponential family
- probabilistic graphical models
- exact inference
- latent variables
- approximate inference
- information retrieval
- image reconstruction
- cross validation
- unsupervised learning
- generative model
- model selection
- multiscale