Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition.
Zhenghui WangYanru QuLiheng ChenJian ShenWeinan ZhangShaodian ZhangYimei GaoGen GuKen ChenYong YuPublished in: NAACL-HLT (2018)
Keyphrases
- transfer learning
- named entity recognition
- information extraction
- semi supervised
- labeled data
- named entities
- natural language processing
- learning tasks
- semi supervised learning
- text mining
- knowledge transfer
- active learning
- reinforcement learning
- maximum entropy
- text summarization
- machine learning
- cross domain
- class labels
- conditional random fields
- domain adaptation
- learning algorithm
- unlabeled data
- multi task
- multi label
- collaborative filtering
- text classification
- annotated corpus
- transfer knowledge
- text categorization
- co occurrence
- classifier ensemble
- machine learning algorithms
- supervised learning
- multi class
- pairwise
- artificial intelligence
- target domain
- data sets
- question answering
- databases
- computer vision
- decision trees
- object recognition
- data analysis
- expert systems