Research Article

Hierarchical Annotation Event Extraction Method in Multiple Scenarios

Table 4

Data augmentation performance of trigger classification.

Model (%) (%) (%)

Bert-BiLSTM-CRF (none)94.8688.0391.31
Bert-BiLSTM-CRF (DA)95.2588.4491.72
Bert-BiGRU-CRF (none)94.6288.6991.56
Bert-BiGRU-CRF (DA)95.4788.7491.98