Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling.
Suman AdhyaAvishek LahiriDebarshi Kumar SanyalPublished in: EACL (2023)
Keyphrases
- topic modeling
- topic models
- latent dirichlet allocation
- text mining
- latent semantic analysis
- co occurrence
- latent topics
- text documents
- variational inference
- probabilistic model
- collaborative filtering
- image classification
- latent variables
- text corpora
- hierarchical bayesian model
- databases
- generative model
- artificial intelligence
- information retrieval