HyHTM: Hyperbolic Geometry based Hierarchical Topic Models.
Simra ShahidTanay AnandNikitha SrikanthSumit BhatiaBalaji KrishnamurthyNikaash PuriPublished in: CoRR (2023)
Keyphrases
- topic models
- pitman yor process
- topic modeling
- latent dirichlet allocation
- probabilistic model
- latent topics
- text mining
- latent topic models
- latent variables
- generative model
- co occurrence
- text documents
- variational inference
- hierarchical bayesian model
- visual recognition
- text corpora
- gibbs sampling
- probabilistic latent semantic analysis
- generative process
- probabilistic topic models
- microblog posts
- pairwise