MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training.
Xiaojing DuHanjie ZhaoDanyan XingYuxiang JiaHongying ZanPublished in: CoRR (2024)
Keyphrases
- named entity recognition
- prediction accuracy
- medical students
- maximum entropy
- supervised learning
- prediction algorithm
- prediction model
- training process
- conditional random fields
- information extraction
- text summarization
- medical data
- training set
- named entities
- medical diagnosis
- medical domain
- training algorithm
- medical imaging
- test set
- training examples
- medical images
- natural language processing
- information retrieval
- radial basis function network
- medical knowledge
- active learning
- structured prediction
- training phase
- expert systems
- neural network