ES-LDA: Entity Summarization using Knowledge-based Topic Modeling.
Seyed Amin PouriyehMehdi AllahyariKrys J. KochutGong ChengHamid R. ArabniaPublished in: IJCNLP(1) (2017)
Keyphrases
- topic modeling
- entity linking
- topic models
- latent dirichlet allocation
- text mining
- collaborative filtering
- named entities
- latent semantic analysis
- modeling framework
- latent topics
- topic extraction
- text corpora
- expert systems
- text documents
- latent variables
- text classification
- artificial intelligence
- probabilistic latent semantic analysis
- generative model
- gibbs sampling
- text summarization
- knowledge base
- information retrieval
- data mining
- databases
- co occurrence
- natural language processing
- information extraction
- probabilistic model
- bayesian networks
- machine learning