Military Chain: Construction of Domain Knowledge Graph of Kill Chain Based on Natural Language Model

Table 8

BiLSTM-CRF model training parameters.

Training parameter	Parameter value
Batch size	32
Number of LSTM hidden layer nodes	128
Learning rate	0.00005
Dropout	0.5
Maximum input length	30
Sentence annotation method	BIOES
Compilation optimizer	Adam