SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data.
Jason A. FriesSen WuAlexander RatnerChristopher RéPublished in: CoRR (2017)
Keyphrases
- generative model
- named entity recognition
- semi supervised
- labeled data
- unlabeled data
- semi supervised learning
- information extraction
- conditional random fields
- active learning
- pairwise
- transfer learning
- supervised learning
- domain adaptation
- unsupervised learning
- training examples
- class labels
- labeled and unlabeled data
- co training
- relation extraction
- prior knowledge
- topic models
- text mining
- classifier ensemble
- object categories
- discriminative models
- image processing
- named entities
- text classification
- probabilistic model
- object recognition
- natural language
- artificial intelligence