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. 2020 Jul 9;20(Suppl 3):135. doi: 10.1186/s12911-020-1112-5

Table 2.

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

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