A Benchmark for the Use of Topic Models for Text Visualization Tasks.
Daniel AtzbergerTim CechWilly ScheibelDaniel LimbergerMatthias TrappJürgen DöllnerPublished in: VINCI (2022)
Keyphrases
- topic models
- text documents
- text mining
- topic modeling
- latent dirichlet allocation
- text corpora
- hierarchical bayesian model
- latent topics
- text analysis
- co occurrence
- probabilistic topic models
- probabilistic model
- textual information
- latent semantic analysis
- generative model
- text classification
- information retrieval
- text data
- latent variables
- text processing
- gibbs sampling
- information extraction
- data analysis
- latent topic models
- document clustering
- natural language processing
- probabilistic latent semantic analysis
- machine learning