Dice Loss for Data-imbalanced NLP Tasks
Table 5: Experimental results for NER task.
['[BOLD] English CoNLL 2003  [BOLD] Model', '[BOLD] English CoNLL 2003  [BOLD] Prec.', '[BOLD] English CoNLL 2003  [BOLD] Rec.', '[BOLD] English CoNLL 2003  [BOLD] F1']
DSC outperforms BERT-MRCLi et al. As far as we are concerned, we are setting new SOTA performances on all of the four NER datasets.