Topic Modeling With Topological Data Analysis.
Ciarán ByrneDanijela HorakKaro MoilanenAmandla MabonaPublished in: EMNLP (2022)
Keyphrases
- topic modeling
- data analysis
- topic models
- text mining
- latent dirichlet allocation
- data mining
- text classification
- collaborative filtering
- latent topics
- knowledge discovery
- machine learning
- text documents
- cluster analysis
- high dimensional data
- modeling framework
- probabilistic latent semantic analysis
- probabilistic topic models
- topic extraction
- association rules
- real world
- text corpora
- knowledge representation
- hierarchical bayesian model