Language as a Latent Variable: Discrete Generative Models for Sentence Compression.
Yishu MiaoPhil BlunsomPublished in: CoRR (2016)
Keyphrases
- generative model
- latent variables
- probabilistic model
- sentence compression
- topic models
- hidden variables
- prior knowledge
- discriminative methods
- latent structure
- latent variable models
- graphical models
- conditional random fields
- discriminative learning
- latent dirichlet allocation
- random variables
- semi supervised
- language model
- em algorithm
- parse tree
- expectation maximization
- text documents
- natural language
- feature selection
- supervised learning
- probability distribution
- bayesian networks