Named Entity Recognition in the Medical Domain with Constrained CRF Models.
Charles JochimLéa A. DelerisPublished in: EACL (1) (2017)
Keyphrases
- named entity recognition
- medical domain
- information extraction
- conditional random fields
- natural language processing
- named entities
- maximum entropy
- probabilistic model
- semi supervised
- model selection
- structured prediction
- sequence labeling
- text mining
- machine learning
- free text
- relation extraction
- domain specific
- database
- image analysis
- pairwise
- maximum likelihood
- generative model
- general purpose
- prior knowledge
- learning process
- text summarization
- pattern recognition
- training data
- computer vision
- annotated corpus
- maximum entropy classifier