Speeding Document Annotation with Topic Models.
Forough Poursabzi-SangdehJordan L. Boyd-GraberPublished in: HLT-NAACL (2015)
Keyphrases
- topic models
- latent topics
- text documents
- topic discovery
- latent dirichlet allocation
- topic modeling
- relevance model
- text mining
- lda model
- statistical topic models
- latent variables
- active learning
- document clustering
- generative process
- gibbs sampling
- probabilistic model
- language modeling framework
- probabilistic topic models
- tf idf
- news articles
- image annotation
- document collections
- information retrieval systems
- co occurrence
- keywords
- information retrieval
- latent topic models
- databases
- document retrieval
- web documents
- clustering algorithm
- data mining