MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training.
Xiaojing DuHanjie ZhaoDanyan XingYuxiang JiaHongying ZanPublished in: LREC/COLING (2024)
Keyphrases
- named entity recognition
- medical students
- prediction accuracy
- maximum entropy
- natural language processing
- information extraction
- prediction error
- prediction model
- training algorithm
- training set
- prediction algorithm
- medical diagnosis
- conditional random fields
- training samples
- training phase
- multi layer perceptron
- medical domain
- medical experts
- named entities
- document images
- structured prediction
- supervised learning
- data mining
- named entity recognizer