SentenCy: An Open-source Tool for Improving Biomedical Named Entity Recognition.
Grant DeLongHenry PhilofskyJames ElmoreStacey ShrinerSara HuntCasey CauthornElliot MitchellDavid K. VawdreyAbdul TariqPublished in: AMIA (2022)
Keyphrases
- named entity recognition
- information extraction
- open source
- named entities
- natural language processing
- text summarization
- genia corpus
- maximum entropy
- conditional random fields
- relation extraction
- annotated corpus
- semi supervised
- hand coded
- sequence labeling
- text mining
- question answering
- classifier ensemble
- databases
- learning algorithm
- machine learning
- information retrieval
- proper names
- maximum entropy classifier
- real world
- co occurrence