Constraint Multi-class Positive and Unlabeled Learning for Distantly Supervised Named Entity Recognition

Yuzhe Zhang, Min Cen, Hong Zhang

Distantly supervised named entity recognition (DS-NER) has been proposed to exploit the automatically labeled training data by external knowledge bases instead of human annotations…