DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain.
Yichong XuXiaodong LiuChunyuan LiHoifung PoonJianfeng GaoPublished in: BioNLP@ACL (2019)
Keyphrases
- multi source
- transfer learning
- natural language understanding
- medical domain
- text mining
- data fusion
- natural language processing
- knowledge representation
- information fusion
- natural language
- semantic analysis
- reinforcement learning
- machine learning
- clinical practice
- cross domain
- multiple sources
- active learning
- domain specific
- labeled data
- dialogue system
- data integration
- text classification
- data sources
- collaborative filtering
- semi supervised learning
- learning algorithm
- machine learning algorithms
- text categorization
- medical records
- knowledge discovery
- community detection
- unlabeled data
- databases
- clinical trials
- similarity measure
- data model
- information extraction