Semi-Supervised Prediction-Constrained Topic Models.
Michael C. HughesGabriel HopeLeah WeinerThomas H. McCoy Jr.Roy H. PerlisErik B. SudderthFinale Doshi-VelezPublished in: AISTATS (2018)
Keyphrases
- topic models
- semi supervised
- topic modeling
- latent dirichlet allocation
- generative model
- latent topic models
- probabilistic model
- latent topics
- co occurrence
- labeled data
- semi supervised learning
- text corpora
- text mining
- latent variables
- gibbs sampling
- multi view
- unlabeled data
- text documents
- active learning
- supervised learning
- probabilistic latent semantic analysis
- machine learning
- probability distribution
- relevance model
- training data
- artificial intelligence