Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling

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Knowledge Triples

Source Entity	Relationship	Target Entity
Contextualized Topic Model Method	evaluatedBy	Predictive Performance Metric
Contextualized Topic Model Method	evaluatedBy	Quality Metric
Dropout Method	analyzedIn	VAE Method
Embedded Topic Model Method	evaluatedBy	Predictive Performance Metric
Embedded Topic Model Method	evaluatedBy	Quality Metric
ProdLDA Method	evaluatedBy	Predictive Performance Metric
ProdLDA Method	evaluatedBy	Quality Metric
Publicly Available Data Sets Material	usedIn	Contextualized Topic Model Method
Publicly Available Data Sets Material	usedIn	Embedded Topic Model Method
Publicly Available Data Sets Material	usedIn	ProdLDA Method