Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models.
Alexander TereninMåns MagnussonLeif JonssonPublished in: EMNLP (1) (2020)
Keyphrases
- topic models
- hierarchical dirichlet process
- latent dirichlet allocation
- variational inference
- topic modeling
- latent topics
- text mining
- co occurrence
- bayesian nonparametric
- probabilistic model
- latent variables
- generative model
- text documents
- supervised learning
- training set
- lda model
- gibbs sampling
- bayesian framework
- dirichlet process
- mixture model
- probability distribution
- high dimensional