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ResearchFormerly WizWand

Extractive Question Answering on NYT (test)

78.11EMSWEP
72.75474.144575.53576.9255May 6, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SWEPBackbone=BERT-base-uncased2021.0578.1186.92
Prior-AugBackbone=BERT-base-uncased2021.0577.9286.81
Adv-AugBackbone=BERT-base-uncased2021.0577.6786.53
MLEBackbone=BERT-base-uncased2021.0577.5486.54
Gaussian-DropoutBackbone=BERT-base-uncased2021.0577.2586.35
Bernoulli-DropoutBackbone=BERT-base-uncased2021.0577.1686.35
Word-DropoutBackbone=BERT-base-uncased2021.0576.6785.99
SWEPBackbone=ELECTRA-small-uncased2021.0575.1884.18
Prior-AugBackbone=ELECTRA-small-uncased2021.0574.3883.47
SSMBABackbone=BERT-base-uncased2021.0574.3183.98
MLEBackbone=ELECTRA-small-uncased2021.0573.6882.93
Adv-AugBackbone=ELECTRA-small-uncased2021.0573.3782.89
Bernoulli-DropoutBackbone=ELECTRA-small-uncased2021.0573.3582.75
Gaussian-DropoutBackbone=ELECTRA-small-uncased2021.0573.2782.51
SSMBABackbone=ELECTRA-small-uncased2021.0573.2582.62
Word-DropoutBackbone=ELECTRA-small-uncased2021.0572.9682.24