Research Article
Fusion Deep Learning and Machine Learning for Heterogeneous Military Entity Recognition
Table 7
Experimental results for longitudinal comparison.
| Model | (%) | (%) | (%) |
| CRF | 73.45 | 59.61 | 65.81 | LSTM-CRF | 74.93 | 71.72 | 73.29 | BiLSTM-CRF | 76.16 | 74.43 | 75.29 | BERT-CRF | 80.64 | 78.32 | 79.46 | BERT-BiLSTM-CRF | 85.73 | 83.37 | 84.53 |
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