Relation Extraction on TACRED few-shot zero-shot
40.7F1 ScoreRETROPROMPT
Evaluation Results
| Method | Links | |
|---|---|---|
| RETROPROMPTshots=162022.05 | 40.7 | |
| KnowPromptshots=162022.05 | 33.2 | |
| KPTshots=16, extra_knowledge=true2022.05 | 32.8 | |
| RETROPROMPTshots=42022.05 | 32.1 | |
| KnowPromptshots=42022.05 | 28.8 | |
| KPTshots=4, extra_knowledge=true2022.05 | 27.5 | |
| Fine-Tuningshots=162022.05 | 25.8 | |
| Fine-Tuningshots=42022.05 | 14.7 | |
| RETROPROMPTshots=02022.05 | 2.8 | |
| LOTClassshots=0, training_on_unlabeled=true2022.05 | 2.5 | |
| KnowPromptshots=02022.05 | 2.3 | |
| KPTshots=0, extra_knowledge=true2022.05 | 0.8 | |
| Fine-Tuningshots=02022.05 | 0.5 |