Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics.
Guy EmersonPublished in: ACL (2020)
Keyphrases
- variational inference
- bayesian inference
- topic models
- gaussian process
- posterior distribution
- mixture model
- latent dirichlet allocation
- probabilistic model
- variational methods
- closed form
- exponential family
- probabilistic graphical models
- approximate inference
- graphical models
- factor graphs
- hyperparameters
- machine learning
- posterior probability
- language model
- markov random field