Relation Classification on TACRED low-resource K=16 re-evaluated
63.3Micro F1KnowPrompt
Evaluation results
| Method | Links | |
|---|---|---|
| KnowPromptLearning Paradigm=Prompt Tuning, Backbone=RoBERTa2022.10 | 63.3 | |
| GenPT (RoBERTa)Learning Paradigm=Prompt Tuning, Backbone=RoBERTa2022.10 | 60.4 | |
| GenPT (T5)Learning Paradigm=Prompt Tuning, Backbone=T52022.10 | 58.7 | |
| GenPT (BART)Learning Paradigm=Prompt Tuning, Backbone=BART2022.10 | 58.1 | |
| PTRLearning Paradigm=Prompt Tuning, Backbone=RoBERTa2022.10 | 56.2 | |
| TYP MarkerLearning Paradigm=Fine-tuning, Backbone=RoBERTa2022.10 | 54.1 | |
| TANLLearning Paradigm=Fine-tuning, Backbone=T52022.10 | 50.4 | |
| GDPNetLearning Paradigm=Fine-tuning2022.10 | 48 | |
| LUKELearning Paradigm=Fine-tuning, Backbone=LUKE2022.10 | 37.5 | |
| SpanBERTLearning Paradigm=Fine-tuning, Backbone=SpanBERT2022.10 | 29.3 |