Transformer-based named entity recognition for parsing clinical trial eligibility criteria.
Shubo TianArslan ErdengasilengXi YangYi GuoYonghui WuJinfeng ZhangJiang BianZhe HePublished in: BCB (2021)
Keyphrases
- named entity recognition
- clinical trials
- natural language processing
- information extraction
- named entities
- text summarization
- decision support system
- natural language
- semi supervised
- maximum entropy
- conditional random fields
- pos tagging
- annotated corpus
- experimental design
- relation extraction
- machine learning
- unsupervised learning
- text mining
- classifier ensemble
- artificial intelligence
- semantic relations
- question answering
- graphical models
- hidden markov models
- high dimensional
- learning environment
- decision making
- maximum entropy classifier