Bayesian Inference for Finite-State Transducers.
David ChiangJonathan GraehlKevin KnightAdam PaulsSujith RaviPublished in: HLT-NAACL (2010)
Keyphrases
- bayesian inference
- finite state transducers
- finite state
- language modeling
- probabilistic model
- n gram
- machine translation
- prior information
- edit distance
- variational inference
- grammatical inference
- bayesian model
- language model
- statistical pattern recognition
- hierarchical bayesian
- gibbs sampler
- markov chain
- text classification
- hidden markov models
- artificial intelligence
- pattern recognition
- search space
- markov random field
- markov decision processes
- model checking
- graphical models
- optimal policy