Information Extraction on FewN few-shot zero-shot
67.3AccuracyRETROPROMPT
Evaluation results
| Method | Links | |
|---|---|---|
| RETROPROMPTshots=162022.05 | 67.3 | |
| KPTshots=16, extra_knowledge=true2022.05 | 65.9 | |
| KnowPromptshots=162022.05 | 65.3 | |
| RETROPROMPTshots=42022.05 | 60.9 | |
| KPTshots=4, extra_knowledge=true2022.05 | 58.8 | |
| Fine-Tuningshots=162022.05 | 52.7 | |
| KnowPromptshots=42022.05 | 52.5 | |
| RETROPROMPTshots=02022.05 | 41.3 | |
| Fine-Tuningshots=42022.05 | 32.7 | |
| KPTshots=0, extra_knowledge=true2022.05 | 24.6 | |
| KnowPromptshots=02022.05 | 15.9 | |
| LOTClassshots=0, training_on_unlabeled=true2022.05 | 11.5 | |
| Fine-Tuningshots=02022.05 | 10 |