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ResearchFormerly WizWand

Slot Filling on MIT-R

88.51AccuracyROBERTa-CL
17.914836.242454.5772.8976Oct 15, 2020
Updated 8mo ago

Evaluation results

MethodLinks
ROBERTa-CLTraining supervision type=clean labels, Method categorization=Fully-supervised2020.1088.51
COSINEMethod categorization=Framework2020.1076.61
USTMethod categorization=Baseline2020.1074.41
ImplyLossMethod categorization=Baseline2020.1074.3
MixupMethod categorization=Baseline2020.1073.68
SMARTMethod categorization=Baseline2020.1073.66
FreeLBMethod categorization=Baseline2020.1073.04
InitMethod categorization=Framework2020.1072.97
Self-ensembleMethod categorization=Baseline2020.1072.88
ROBERTa-WL+Training supervision type=weak labels, Method categorization=Baseline2020.1070.95
DenoiseMethod categorization=Baseline2020.1070.58
ExMatchMethod categorization=Baseline2020.1034.93
SnorkelMethod categorization=Baseline2020.1020.63