Probabilistic Typology: Deep Generative Models of Vowel Inventories.
Ryan CotterellJason EisnerPublished in: ACL (1) (2017)
Keyphrases
- generative model
- probabilistic model
- posterior probability
- mixture model
- object categories
- maximum entropy principle
- em algorithm
- prior knowledge
- discriminative learning
- deep belief networks
- discriminative models
- semi supervised
- expectation maximization
- conditional random fields
- latent dirichlet allocation
- representational power
- naive bayes models
- topic models
- hidden variables
- image processing
- semi supervised learning
- language model
- graphical models
- object recognition