A Gibbs Sampler for Phrasal Synchronous Grammar Induction.
Phil BlunsomTrevor CohnChris DyerMiles OsbornePublished in: ACL/IJCNLP (2009)
Keyphrases
- gibbs sampler
- grammar induction
- language processing
- bayesian inference
- random fields
- context free grammars
- natural language processing
- posterior distribution
- markov chain
- gibbs sampling
- statistical machine translation
- probabilistic model
- natural language
- unsupervised methods
- machine translation
- word alignment
- training corpus
- latent variables
- prior information
- state space
- hyperparameters
- knowledge representation
- data sets
- expectation maximization
- information retrieval