Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling.
Suman AdhyaAvishek LahiriDebarshi Kumar SanyalPublished in: CoRR (2023)
Keyphrases
- topic modeling
- topic models
- latent dirichlet allocation
- text mining
- latent variables
- text documents
- latent topics
- text corpora
- co occurrence
- text analysis
- probabilistic topic models
- learning algorithm
- text classification
- probabilistic model
- pairwise
- collaborative filtering
- latent semantic analysis
- bayesian networks
- probabilistic latent semantic analysis
- variational inference
- feature extraction