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Question Answering on BoolQ (dev)

86.1AccuracyFine-tuning
59.78866.61973.4580.281Apr 29, 2021

Evaluation results

MethodLinks
Fine-tuningTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.0486.1
EFLTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.0486
EFLTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.0473.9
LM-BFFTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.0471.2
MajorityTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.0462.3
Fine-tuningTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.0460.8