Non-Bayesian Additive Regularization for Multimodal Topic Modeling of Large Collections.
Konstantin V. VorontsovOleksandr FreiMurat ApishevPeter RomovMarina SuvorovaAnastasia YaninaPublished in: TM@CIKM (2015)
Keyphrases
- topic modeling
- topic models
- information retrieval
- latent dirichlet allocation
- text mining
- text classification
- modeling framework
- topic extraction
- bayesian networks
- document collections
- text documents
- hierarchical bayesian model
- collaborative filtering
- maximum likelihood
- text collections
- text corpora
- knowledge discovery
- artificial intelligence
- latent topics
- machine learning
- bayesian inference
- feature extraction
- hierarchical bayesian
- probabilistic topic models