Neural Variational Inference for Text Processing.
Yishu MiaoLei YuPhil BlunsomPublished in: ICML (2016)
Keyphrases
- text processing
- variational inference
- bayesian inference
- topic models
- posterior distribution
- gaussian process
- text mining
- latent dirichlet allocation
- probabilistic model
- variational methods
- mixture model
- probabilistic graphical models
- closed form
- natural language processing
- information extraction
- machine learning
- exponential family
- factor graphs
- hyperparameters
- exact inference
- graphical models
- probability distribution
- prior information
- regression model
- information retrieval
- approximate inference
- model selection
- expectation maximization
- markov networks
- conditional random fields
- semi supervised
- maximum likelihood
- belief propagation
- databases