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Natural Language Inference on MNLI Matched Hard (test)

80.03AccuracyBERT-base + PoE
75.71476.834577.95579.0755Mar 24, 2022

Evaluation results

MethodLinks
BERT-base + PoEDebiasing Strategy=Z-Aug2022.0380.03
Learned-MixinTraining Data=MNLI2022.0379.2
BERT-baseDebiasing Strategy=Par-Z2022.0379.19
BERT-baseDebiasing Strategy=Seq-Z2022.0379.19
BERT-baseDebiasing Strategy=Z-Aug2022.0378.6
Regularized-confTraining Data=MNLI2022.0378.2
BERT-base + PoETraining Data=D_MNLI2022.0377.54
PoETraining Data=MNLI2022.0376.81
BERT-baseTraining Data=D_MNLI baseline2022.0375.88