Parsing low-resource languages using Gibbs sampling for PCFGs with latent annotations.
Liang SunJason MielensJason BaldridgePublished in: EMNLP (2014)
Keyphrases
- gibbs sampling
- topic models
- parameter estimation
- approximate inference
- markov chain
- latent variables
- lda model
- latent dirichlet allocation
- context free
- em algorithm
- exact inference
- belief networks
- probabilistic context free grammars
- expectation maximization
- context free grammars
- markov chain monte carlo
- natural language processing
- natural language
- probabilistic model
- natural language parsing
- maximum likelihood
- higher order
- belief propagation
- dependency parsing
- prior knowledge
- reinforcement learning