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Evidence-Based Complementary and Alternative Medicine
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Evidence-Based Complementary and Alternative Medicine
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2022
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Article
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Tab 2
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Research Article
Chinese Clinical Named Entity Recognition with ALBERT and MHA Mechanism
Table 2
Results of different models.
Method
P (%)
R (%)
F1 (%)
BiLSTM-CRF(Baseline)
79.79
82.81
81.27
IDCNN-CRF
80.37
82.65
81.49
IDCNN-MHA-CRF
82.16
82.81
82.48
ALBERT-IDCNN-CRF
82.70
84.03
83.36
ALBERT-IDCNN-MHA-CRF
83.46
85.96
84.69
The best result on each metric is shown in bold face.