A Bayesian Topic Model for Human-Evaluated Interpretability.
Justin WoodCorey W. ArnoldWei WangPublished in: LREC (2022)
Keyphrases
- topic models
- latent dirichlet allocation
- topic modeling
- variational inference
- probabilistic model
- text documents
- text mining
- latent topics
- generative model
- maximum likelihood
- co occurrence
- posterior probability
- gibbs sampling
- latent variables
- bayesian inference
- baseline models
- bayesian networks
- artificial intelligence
- probabilistic topic models
- lda model
- text corpora
- topic discovery
- databases
- microblog posts