A multi-task learning based approach to biomedical entity relation extraction.
Qingqing LiZhihao YangLing LuoLei WangYin ZhangHongfei LinJian WangLiang YangKan XuYijia ZhangPublished in: BIBM (2018)
Keyphrases
- relation extraction
- multi task learning
- entity extraction
- named entities
- information extraction
- multi task
- automatic extraction
- domain specific
- question answering
- named entity recognition
- learning tasks
- gaussian processes
- semantic relations
- high order
- named entity recognizer
- transfer learning
- learning problems
- text mining
- semantic features
- theoretical analysis
- natural language processing
- learning models
- information retrieval
- text classification
- co occurrence
- domain knowledge
- learning algorithm
- machine learning