Improving Statistical Machine Translation Using Bayesian Word Alignment and Gibbs Sampling.
Coskun MermerMurat SaraclarRuhi SarikayaPublished in: IEEE Trans. Speech Audio Process. (2013)
Keyphrases
- word alignment
- statistical machine translation
- gibbs sampling
- machine translation
- latent dirichlet allocation
- topic models
- approximate inference
- parameter estimation
- expectation maximization
- markov networks
- maximum likelihood
- belief networks
- em algorithm
- language model
- machine translation system
- cross language information retrieval
- graphical models
- cross lingual
- bayesian networks
- translation model
- posterior probability
- target language
- posterior distribution
- bayesian inference
- artificial intelligence
- machine learning
- retrieval model
- belief propagation
- generative model
- information extraction