Cross-type biomedical named entity recognition with deep multi-task learning.
Xuan WangYu ZhangXiang RenYuhao ZhangMarinka ZitnikJingbo ShangCurtis P. LanglotzJiawei HanPublished in: Bioinform. (2019)
Keyphrases
- named entity recognition
- multi task learning
- information extraction
- multi task
- named entities
- natural language processing
- text summarization
- gaussian processes
- learning tasks
- conditional random fields
- maximum entropy
- semi supervised
- text mining
- relation extraction
- high order
- learning models
- transfer learning
- learning problems
- machine learning
- annotated corpus
- theoretical analysis
- pairwise
- natural language
- multi class
- knowledge representation
- gaussian process
- artificial intelligence
- learning algorithm
- information retrieval