From: Improving the recall of biomedical named entity recognition with label re-correction and knowledge distillation
Models
Time (min)
Weakly labeled (BiLSTM-CRF)
320
Training (BiLSTM-CRF)
2
Distillation (BiLSTM-CRF)
625
Weakly labeled (BioBERT-CRF)
334
Training (BioBERT-CRF)
4
Distillation (BioBERT-CRF)
554