Language as a Latent Variable: Discrete Generative Models for Sentence Compression.
Yishu MiaoPhil BlunsomPublished in: EMNLP (2016)
Keyphrases
- generative model
- latent variables
- probabilistic model
- sentence compression
- topic models
- hidden variables
- prior knowledge
- discriminative methods
- latent structure
- discriminative learning
- graphical models
- latent variable models
- latent dirichlet allocation
- conditional random fields
- random variables
- language model
- natural language
- object categories
- em algorithm
- semi supervised
- structured prediction
- bayesian networks
- expectation maximization
- text documents
- text categorization
- language modeling
- knowledge representation