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Table 8 Model efficiency analysis

From: Data and knowledge-driven named entity recognition for cyber security

Models Training time(s) Loading time(s) Test time(s)
BiLSTM-CRF 545.17 5.88 9.43
BiLSTM-Dic-CRF 576.43 7.30 11.87
BiLSTM-Att-CRF 797.46 7.16 12.20
BiLSTM-Dic-Att-CRF 1015.54 7.64 13.32