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F-1 score for our proposed models on different epochs.
| Model | 1 epoch (%) | 20 epochs (%) | 40 epochs (%) | 60 epochs (%) |
| Classic word embedding | 61.23 | 75.67 | 78.11 | 79.52 |
| Classic word embedding + ELMo | 76.18 | 85.64 | 85.68 | 86.63 |
| Classic word embedding + ELMo + Flair | 73.28 | 85.33 | 85.97 | 86.96 |
| Classic word embedding + ELMo + Flair + semantic embedding | 74.38 | 85.85 | 86.46 | 87.13 |
