Statistical entity-topic models.
David NewmanChaitanya ChemuduguntaPadhraic SmythPublished in: KDD (2006)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- text documents
- latent topic models
- generative model
- statistical topic models
- co occurrence
- latent variables
- latent topics
- text mining
- probabilistic topic models
- relevance model
- named entities
- variational inference
- probabilistic model
- databases
- gibbs sampling
- artificial intelligence
- document collections
- multi view
- semi supervised
- association rules
- knowledge base