. | B → E . | K → D . | E → K . | D → B . |
---|---|---|---|---|
BERT | 78.8 | 77.7 | 85.1 | 81.0 |
Fine-tuned BERT | 84.2 | 79.8 | 89.2 | 84.1 |
High-MI, No Target | 76.2 | 76.4 | 84.9 | 83.7 |
Random-Frequent | 79.7 | 76.8 | 85.5 | 81.7 |
PERL (Ours) | 87.0 | 84.6 | 90.6 | 85.0 |
Oracle | 88.9 | 85.6 | 91.5 | 86.7 |
. | B → E . | K → D . | E → K . | D → B . |
---|---|---|---|---|
BERT | 78.8 | 77.7 | 85.1 | 81.0 |
Fine-tuned BERT | 84.2 | 79.8 | 89.2 | 84.1 |
High-MI, No Target | 76.2 | 76.4 | 84.9 | 83.7 |
Random-Frequent | 79.7 | 76.8 | 85.5 | 81.7 |
PERL (Ours) | 87.0 | 84.6 | 90.6 | 85.0 |
Oracle | 88.9 | 85.6 | 91.5 | 86.7 |