Relation Classification on Re-TACRED
91.3Micro F1KnowPrompt
Evaluation results
| Method | Links | |
|---|---|---|
| KnowPromptExtra Data=false, Entity Type=true, Label Semantics=true, Encoder=RoBERTa, Tuning Protocol=Prompt Tuning2022.10 | 91.3 | |
| TYP MarkerExtra Data=false, Entity Type=true, Label Semantics=false, Encoder=RoBERTa, Tuning Protocol=Fine-tuning2022.10 | 91.1 | |
| GenPT (RoBERTa)Extra Data=false, Entity Type=true, Label Semantics=true, Encoder=RoBERTa, Tuning Protocol=Prompt Tuning2022.10 | 91.1 | |
| GenPT (BART)Extra Data=false, Entity Type=true, Label Semantics=true, Encoder=BART, Tuning Protocol=Prompt Tuning2022.10 | 91 | |
| GenPT (T5)Extra Data=false, Entity Type=false, Label Semantics=true, Encoder=T5, Tuning Protocol=Prompt Tuning2022.10 | 91 | |
| PTRExtra Data=false, Entity Type=true, Label Semantics=true, Encoder=RoBERTa, Tuning Protocol=Prompt Tuning2022.10 | 90.9 | |
| TANLExtra Data=false, Entity Type=false, Label Semantics=false, Encoder=T5, Tuning Protocol=Fine-tuning2022.10 | 90.8 | |
| LUKEExtra Data=true, Entity Type=true, Label Semantics=false, Encoder=LUKE, Tuning Protocol=Fine-tuning2022.10 | 90.3 | |
| SpanBERTExtra Data=true, Entity Type=true, Label Semantics=false, Encoder=SpanBERT, Tuning Protocol=Fine-tuning2022.10 | 85.3 |