GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model.
Qile ZhuZheng FengXiaolin LiPublished in: EMNLP (2018)
Keyphrases
- variational inference
- topic models
- latent dirichlet allocation
- bayesian inference
- topic modeling
- probabilistic model
- bayesian nonparametric
- posterior distribution
- hierarchical dirichlet process
- generative model
- mixture model
- probabilistic graphical models
- latent topics
- text mining
- gaussian process
- latent variables
- closed form
- co occurrence
- variational methods
- exponential family
- gibbs sampling
- factor graphs
- machine learning
- knowledge discovery
- probability distribution