SPRITE: Generalizing Topic Models with Structured Priors.
Michael J. PaulMark DredzePublished in: Trans. Assoc. Comput. Linguistics (2015)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- hierarchical bayesian model
- text documents
- generative model
- latent topics
- text mining
- co occurrence
- latent variables
- latent topic models
- bayesian framework
- probabilistic model
- gibbs sampling
- prior knowledge
- variational inference
- artificial intelligence
- real world
- maximum a posteriori
- text corpora
- probabilistic topic models
- image classification
- visual recognition
- relevance model
- dirichlet process
- lda model