Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning.
Xuan WangYu ZhangXiang RenYuhao ZhangMarinka ZitnikJingbo ShangCurtis P. LanglotzJiawei HanPublished in: CoRR (2018)
Keyphrases
- named entity recognition
- multi task learning
- information extraction
- natural language processing
- multi task
- named entities
- maximum entropy
- conditional random fields
- learning tasks
- gaussian processes
- semi supervised
- high order
- text summarization
- text mining
- relation extraction
- transfer learning
- theoretical analysis
- learning problems
- annotated corpus
- inductive learning
- learning algorithm
- information retrieval
- learning models
- natural language
- bayesian networks
- decision trees
- feature selection
- machine learning