Deductive Reasoning for Joint Distribution Probability in Simple Topic Model.
Yukari ShirotaTakako HashimotoBasabi ChakrabortyPublished in: IIAI-AAI (2016)
Keyphrases
- topic models
- joint distribution
- conditional probabilities
- latent dirichlet allocation
- deductive reasoning
- topic modeling
- probability distribution
- random variables
- probabilistic model
- co occurrence
- generative model
- text documents
- maximum entropy
- latent variables
- information retrieval
- gibbs sampling
- probabilistic topic models
- text mining
- posterior probability
- text classification
- probabilistic inference
- knowledge representation
- high dimensional
- artificial intelligence