Partially labeled topic models for interpretable text mining.
Daniel RamageChristopher D. ManningSusan T. DumaisPublished in: KDD (2011)
Keyphrases
- topic models
- text mining
- latent dirichlet allocation
- topic modeling
- text documents
- text classification
- information extraction
- latent topics
- natural language processing
- probabilistic topic models
- knowledge discovery
- machine learning
- information retrieval
- document clustering
- data mining
- semi supervised
- named entities
- semi supervised learning
- latent variables
- data analysis
- discriminative learning
- variational inference
- prior knowledge
- transfer learning
- text categorization
- generative model
- learning algorithm
- active learning
- probabilistic model