Are Neural Topic Models Broken?
Alexander HoylePranav GoelRupak SarkarPhilip ResnikPublished in: CoRR (2022)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- text mining
- generative model
- text documents
- co occurrence
- latent variables
- text corpora
- gibbs sampling
- latent topics
- probabilistic model
- variational inference
- latent topic models
- machine learning
- lda model
- probabilistic topic models
- hierarchical bayesian model
- prior knowledge