Large-Scale Correlation Analysis of Automated Metrics for Topic Models.
Jia Peng LimHady W. LauwPublished in: ACL (1) (2023)
Keyphrases
- topic models
- correlation analysis
- topic modeling
- latent dirichlet allocation
- correlation coefficient
- text documents
- text mining
- regression analysis
- latent topic models
- latent topics
- factor analysis
- cluster analysis
- real world
- co occurrence
- latent variables
- generative model
- probabilistic model
- information extraction
- text corpora
- training set
- clustering algorithm
- information retrieval
- machine learning
- databases