Semantic Relationship Identification on Synonym
40.6Accuracy+ LTV
Evaluation Results
| Method | Links | |
|---|---|---|
| + LTVprompt=few-shot2025.02 | 40.6 | |
| + LTVprompt=zero-shot2025.02 | 18.8 | |
| + FVprompt=few-shot2025.02 | 14.6 | |
| + FVprompt=zero-shot2025.02 | 14.2 | |
| Transformerprompt=few-shot2025.02 | 10.5 | |
| + ICVprompt=few-shot2025.02 | 10.5 | |
| + SVprompt=few-shot2025.02 | 10.1 | |
| Standard Promptingprompt=few-shot2025.02 | 6.2 | |
| Transformerprompt=zero-shot2025.02 | 2.7 | |
| + ICVprompt=zero-shot2025.02 | 2.6 | |
| + SVprompt=zero-shot2025.02 | 2.5 | |
| Standard Promptingprompt=zero-shot2025.02 | 1.2 |