Topic Modeling with Document Relative Similarities.
Jianguang DuJing JiangDandan SongLejian LiaoPublished in: IJCAI (2015)
Keyphrases
- topic modeling
- latent topics
- topic models
- topic extraction
- text documents
- relevance ranking
- entity linking
- latent dirichlet allocation
- scientific articles
- latent semantic analysis
- language modeling framework
- text mining
- text classification
- document classification
- information retrieval
- modeling framework
- document clustering
- information retrieval systems
- document collections
- retrieval systems
- keywords
- similarity measure
- collaborative filtering
- lda model
- probabilistic model
- text analysis
- information extraction
- tag information
- text classifiers
- search engine
- artificial intelligence
- probabilistic topic models
- generative model
- data mining
- pairwise
- co occurrence
- latent variables
- relevant documents
- image classification
- text categorization