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Table 6 Experimental results of cybersecurity NER

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

Models P R F1
BiLSTM-CRF 83.19 82.62 82.91
BiLSTM-Dic-CRF 85.37 87.25 86.62
BiLSTM-Att-CRF 85.20 84.86 85.03
BiLSTM-Dic-Att-CRF 90.19 86.60 88.36