Table 6.
The effectiveness of the contextual sentence representation by the mean F1 scores of 30 different random seeds
| Sentence representation | F1 score | |||
|---|---|---|---|---|
| Mean | SD | Min | Max | |
| without | 55.91 | 1.49 | 51.24 | 57.48 |
| with | 57.63 | 1.15 | 54.41 | 60.77 |
All of the highest scores are highlighted in bold except for the SD. The first-row results derive from the best results of previous experiments (i.e., the last row in Table 5)