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Improving Low-Resource Named Entity Recognition via Label-Aware Data Augmentation and Curriculum Denoising
AbstractDeep neural networks have achieved state-of-the-art performances on named entity recognition(NER) with sufficient training data while they perform poorly in low-resource scenarios due to data scarcity. To solve this problem …...