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Table 2 The result of Att-BiLSTM-CRF model on CHEMDNER dataset of BioCreative IV

From: KGHC: a knowledge graph for hepatocellular carcinoma

Method Precision(%) Recall(%) F-score(%)
tmChem [31] 89.09 85.75 87.39
Lu et al. [32] 88.73 87.41 88.06
RNNA-CRF [33] 91.14 88.27 89.68
BiLSTM-CRF [28] 91.31 87.73 89.48
Att-BiLSTM-CRF 91.65 90.04 90.84