Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts.
Macarious AbadeerPublished in: ClinicalNLP@EMNLP (2020)
Keyphrases
- health information
- named entity recognition
- information extraction
- named entities
- natural language processing
- health care
- text summarization
- health related
- public health
- maximum entropy
- conditional random fields
- semi supervised
- information resources
- electronic health records
- personal health information
- annotated corpus
- relation extraction
- text mining
- classifier ensemble
- pairwise
- digital libraries
- machine learning
- data mining