Are Neural Topic Models Broken?
Alexander Miserlis HoyleRupak SarkarPranav GoelPhilip ResnikPublished in: EMNLP (Findings) (2022)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- text mining
- latent topics
- probabilistic model
- text documents
- latent variables
- generative model
- latent topic models
- co occurrence
- variational inference
- probabilistic topic models
- probabilistic latent semantic analysis
- wordnet
- text classification
- information extraction
- image segmentation
- relevance model
- learning algorithm
- microblog posts
- databases