Modelling Sequential Text with an Adaptive Topic Model.
Lan DuWray L. BuntineHuidong JinPublished in: EMNLP-CoNLL (2012)
Keyphrases
- topic models
- text documents
- text mining
- latent dirichlet allocation
- topic modeling
- text corpora
- probabilistic topic models
- latent variables
- word pairs
- topic tracking
- probabilistic model
- latent topics
- text data
- topic discovery
- text analysis
- generative model
- baseline models
- variational inference
- co occurrence
- data mining
- information retrieval
- gibbs sampling
- lda model
- microblog posts
- latent semantic analysis
- text classification
- image classification
- language model
- text streams
- natural language processing
- hidden markov models
- databases