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ResearchFormerly WizWand

Question Answering on SQuAD trained on CausalQA OOD (test)

27.61F1BART+P+LPFT
19.113221.319123.52525.7309May 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.0527.61
BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.0526.98
BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.0526.87
BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.0526.14
BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.0525.96
RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.0523.02
RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.0522.74
RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.0521.41
RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.0520.92
RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.0519.44