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Table 6 NER results of BERT on the diagnosis dataset evaluated with BERT labels and WP label

From: Korean clinical entity recognition from diagnosis text using BERT

 

BERT labels

WP labels

 

macro-avg

micro-avg

macro-avg

micro-avg

Precision

0.72

0.83

0.70

0.82

Recall

0.72

0.84

0.73

0.84

F1

0.72

0.84

0.72

0.83