A Preliminary Study of Coupling Transfer Learning with Active Learning for Clinical Named Entity Recognition between Two Institutions.
Yukun ChenYaoyun ZhangQiaozhu MeiDead AccountJoshua C. DennyHua XuPublished in: AMIA (2014)
Keyphrases
- transfer learning
- named entity recognition
- active learning
- semi supervised
- labeled data
- information extraction
- named entities
- natural language processing
- semi supervised learning
- learning tasks
- maximum entropy
- unlabeled data
- machine learning
- knowledge transfer
- learning algorithm
- text summarization
- cross domain
- text mining
- conditional random fields
- training examples
- multi task
- domain adaptation
- text categorization
- transfer knowledge
- unsupervised learning
- real world
- supervised learning
- training set
- reinforcement learning
- generative model
- text classification
- decision trees
- learning process
- classifier ensemble
- data mining
- multi class
- information retrieval