A Discriminative Topic Model using Document Network Structure.
Weiwei YangJordan L. Boyd-GraberPhilip ResnikPublished in: ACL (1) (2016)
Keyphrases
- network structure
- topic models
- latent topics
- text documents
- lda model
- latent dirichlet allocation
- topic discovery
- topic modeling
- social networks
- text mining
- network analysis
- statistical topic models
- complex networks
- gibbs sampling
- co occurrence
- link prediction
- generative model
- latent variables
- document classification
- probabilistic model
- structure learning
- relevance model
- document collections
- generative process
- language modeling framework
- machine learning
- information retrieval
- keywords
- text classification
- hidden variables
- data mining
- active learning
- probabilistic latent semantic analysis
- text corpora
- probabilistic topic models
- latent topic model
- news articles