Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications.
Ivan VulicWim De SmetJie TangMarie-Francine MoensPublished in: Inf. Process. Manag. (2015)
Keyphrases
- topic modeling
- monolingual and cross lingual
- cross lingual
- topic models
- probabilistic topic models
- modeling framework
- latent dirichlet allocation
- language independent
- probabilistic model
- topic extraction
- text classification
- collaborative filtering
- generative model
- latent topics
- scientific articles
- text mining
- digital libraries
- cross language
- language modeling
- text corpora
- information retrieval
- probabilistic latent semantic analysis
- latent variables
- text documents
- bayesian networks
- feature selection