Table 5 The overall model performance of three algorithms.

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

Algorithm

Precision (%)

Recall (%)

F1 (%)

BERT-CRF

92.23

83.54

87.68

BILSTM

90.38

82.77

86.39

BE-BILSTM

95.19

89.77

92.42

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