Table 6 The ablation experimental results of three algorithms.

From: Design of agricultural question answering information extraction method based on improved BILSTM algorithm

Model

Precision (%)

Recall (%)

F1 (%)

Word2Vec + BILSTM

89.87

86.91

88.37

GloVe + BILSTM

86.78

83.22

85.97

BERT + BILSTM

95.74

90.56

93.10