MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER

Ran Zhou, Xin Li, Ruidan He +4

Data augmentation is an effective solution to data scarcity in low-resource scenarios. However, when applied to token-level tasks such as NER, data augmentation methods often suffe…