Neural Syntactic Generative Models with Exact Marginalization.
Jan BuysPhil BlunsomPublished in: NAACL-HLT (2018)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- mixture model
- bayesian framework
- hierarchical hidden markov models
- discriminative learning
- prior knowledge
- maximum entropy principle
- conditional random fields
- natural language
- em algorithm
- posterior probability
- computer vision
- posterior distribution
- semi supervised
- object categories
- hidden variables
- representational power
- topic models
- semi supervised learning
- model selection
- natural images
- information extraction
- information retrieval