MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training.

Xiaojing Du Hanjie Zhao Danyan Xing Yuxiang Jia Hongying Zan

Published 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