Keyphrase-based Refinement Functions for Efficient Improvement on Document-Topic Association in Human-in-the-Loop Topic Models.
Muhammad Haseeb U. R. Rehman KhanKei WakabayashiPublished in: J. Inf. Process. (2023)
Keyphrases
- topic models
- latent topics
- text documents
- topic modeling
- topic discovery
- latent dirichlet allocation
- text mining
- statistical topic models
- probabilistic model
- co occurrence
- keyphrases
- generative model
- lda model
- latent variables
- relevance model
- information retrieval systems
- gibbs sampling
- text corpora
- keyphrase extraction
- probabilistic latent semantic analysis
- tf idf
- latent topic models
- machine learning
- text classification
- author topic model
- latent semantic analysis
- bag of words
- natural language processing
- pairwise
- keywords
- bayesian networks
- clustering algorithm