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ResearchFormerly WizWand

Relation Classification on TACRED K=8 low-resource original

0.357Micro F1GenPT (RoBERTa)
0.073080.146790.22050.29421Oct 22, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GenPT (RoBERTa)Learning Paradigm=Prompt Tuning, Backbone=RoBERTa2022.100.357
GenPT (BART)Learning Paradigm=Prompt Tuning, Backbone=BART2022.100.326
KnowPromptLearning Paradigm=Prompt Tuning, Backbone=RoBERTa2022.100.32
NLILearning Paradigm=Fine-tuning2022.100.318
GenPT (T5)Learning Paradigm=Prompt Tuning, Backbone=T52022.100.318
TYP MarkerLearning Paradigm=Fine-tuning, Backbone=RoBERTa2022.100.289
PTRLearning Paradigm=Prompt Tuning, Backbone=RoBERTa2022.100.281
TANLLearning Paradigm=Fine-tuning, Backbone=T52022.100.181
GDPNetLearning Paradigm=Fine-tuning2022.100.118
LUKELearning Paradigm=Fine-tuning, Backbone=LUKE2022.100.095
SpanBERTLearning Paradigm=Fine-tuning, Backbone=SpanBERT2022.100.084