Mixture Variational Autoencoder of Boltzmann Machines for Text Processing.
Bruno Guilherme GomesFabricio MuraiOlga GoussevskaiaAna Paula Couto da SilvaPublished in: NLDB (2021)
Keyphrases
- text processing
- boltzmann machines
- boltzmann machine
- natural language processing
- approximate inference
- learning tasks
- information extraction
- variational methods
- text mining
- mixture model
- machine learning
- image segmentation
- free energy
- conditional random fields
- expectation maximization
- partition function
- gaussian distribution
- maximum likelihood
- generative model
- latent variables
- maximum likelihood estimation
- probabilistic model
- pairwise
- undirected graphical models
- neural network