Community Topic: Topic Model Inference by Consecutive Word Community Discovery.
Eric AustinOsmar R. ZaïaneChristine LargeronPublished in: COLING (2022)
Keyphrases
- community discovery
- topic models
- latent topics
- gibbs sampling
- latent dirichlet allocation
- variational inference
- co occurrence
- topic modeling
- social networks
- latent topic models
- social network analysis
- complex networks
- statistical topic models
- word pairs
- network analysis
- topic discovery
- text documents
- community structure
- community detection
- graph mining
- text mining
- probabilistic model
- graph partitioning
- graph model
- generative process
- author topic model
- probabilistic topic models
- generative model
- text corpora
- bayesian inference
- pitman yor process
- microblog posts
- bayesian networks
- wordnet
- machine learning
- lda model
- web mining
- news articles
- semantic similarity