Table 8.
Evaluation of ablation experiments on Yahoo! Answers.
| Methods | ACC | NMI | ARI |
|---|---|---|---|
| Yahoo! Answers | |||
| ELMO+MAX+I+DEC | 0.340 | 0.201 | 0.134 |
| ELMO+MAX+N+DEC | 0.100 | 0.000 | 0.000 |
| ELMO+MAX+MM+DEC | 0.135 | 0.018 | 0.006 |
| ELMO+MAX+LN+DEC | 0.487 | 0.339 | 0.250 |
| ELMO+Mean+I+DEC | 0.132 | 0.014 | 0.007 |
| ELMO+Mean+N+DEC | 0.100 | 0.000 | 0.000 |
| ELMO+Mean+MM+DEC | 0.138 | 0.016 | 0.008 |
| ELMO+Mean+LN+DEC | 0.524 | 0.370 | 0.275 |
The bold value indicates that the Acc value is the highest.