Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition.
Zhenghui WangYanru QuLiheng ChenJian ShenWeinan ZhangShaodian ZhangYimei GaoGen GuKen ChenYong YuPublished in: CoRR (2018)
Keyphrases
- transfer learning
- named entity recognition
- semi supervised
- labeled data
- information extraction
- named entities
- natural language processing
- maximum entropy
- learning tasks
- semi supervised learning
- active learning
- class labels
- knowledge transfer
- text summarization
- conditional random fields
- unlabeled data
- machine learning
- text mining
- reinforcement learning
- collaborative filtering
- domain adaptation
- machine learning algorithms
- cross domain
- text categorization
- transfer knowledge
- learning algorithm
- text classification
- multi task
- classifier ensemble
- multi label
- pairwise
- hidden markov models
- target domain
- natural language
- training data