Not-So-Latent Dirichlet Allocation: Collapsed Gibbs Sampling Using Human Judgments.
Jonathan ChangPublished in: Mturk@HLT-NAACL (2010)
Keyphrases
- collapsed gibbs sampling
- latent dirichlet allocation
- topic models
- variational bayesian inference
- gibbs sampling
- generative model
- semantic relatedness
- variational inference
- topic modeling
- text mining
- approximate inference
- machine learning
- parameter estimation
- co occurrence
- feature space
- probabilistic topic models
- support vector
- databases
- probabilistic model
- semantic similarity
- dimensionality reduction
- knowledge representation