A Novel Neural Topic Model and Its Supervised Extension.
Ziqiang CaoSujian LiYang LiuWenjie LiHeng JiPublished in: AAAI (2015)
Keyphrases
- topic models
- weakly supervised
- supervised topic models
- topic modeling
- latent dirichlet allocation
- text documents
- probabilistic model
- co occurrence
- latent variables
- baseline models
- latent topics
- variational inference
- text mining
- generative model
- text corpora
- learning algorithm
- gibbs sampling
- semi supervised
- probabilistic topic models
- topic discovery
- latent topic model
- feature selection
- probabilistic latent semantic analysis
- pairwise
- mixture model
- lda model
- unsupervised learning