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ResearchFormerly WizWand

Extractive Question Answering on Wiki (test)

78.6EMSWEP
72.713674.241875.7777.2982May 6, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SWEPBackbone=BERT-base-uncased2021.0578.688.28
Prior-AugBackbone=BERT-base-uncased2021.0577.9587.83
Bernoulli-DropoutBackbone=BERT-base-uncased2021.0577.3487.4
Adv-AugBackbone=BERT-base-uncased2021.0577.2988.38
Gaussian-DropoutBackbone=BERT-base-uncased2021.0577.2887.23
Word-DropoutBackbone=BERT-base-uncased2021.0576.9487.3
MLEBackbone=BERT-base-uncased2021.0576.4287.02
SSMBABackbone=ELECTRA-small-uncased2021.0574.985.21
Prior-AugBackbone=ELECTRA-small-uncased2021.0574.6585.02
SSMBABackbone=BERT-base-uncased2021.0574.3385.26
SWEPBackbone=ELECTRA-small-uncased2021.0574.2585.2
Adv-AugBackbone=ELECTRA-small-uncased2021.0573.6984.23
MLEBackbone=ELECTRA-small-uncased2021.0573.5784.3
Bernoulli-DropoutBackbone=ELECTRA-small-uncased2021.0573.584.08
Gaussian-DropoutBackbone=ELECTRA-small-uncased2021.0573.3184.11
Word-DropoutBackbone=ELECTRA-small-uncased2021.0572.9483.9