Relation Extraction on SemEval few-shot zero-shot
81.5AccuracyRETROPROMPT
Evaluation Results
| Method | Links | |
|---|---|---|
| RETROPROMPTshots=162022.05 | 81.5 | |
| KnowPromptshots=162022.05 | 80.9 | |
| KPTshots=16, extra_knowledge=true2022.05 | 78.8 | |
| Fine-Tuningshots=162022.05 | 66.1 | |
| RETROPROMPTshots=42022.05 | 59.2 | |
| KnowPromptshots=42022.05 | 58.4 | |
| KPTshots=4, extra_knowledge=true2022.05 | 57.2 | |
| Fine-Tuningshots=42022.05 | 38.8 | |
| RETROPROMPTshots=02022.05 | 12.2 | |
| KPTshots=0, extra_knowledge=true2022.05 | 11.6 | |
| KnowPromptshots=02022.05 | 10.3 | |
| LOTClassshots=0, training_on_unlabeled=true2022.05 | 9.8 | |
| Fine-Tuningshots=02022.05 | 6.2 |