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ResearchFormerly WizWand

Word Sense Disambiguation on WiC v1.0 (test)

72.1AccuracySenseBERT
57.12461.01264.968.788Aug 15, 2019Aug 19, 2019Aug 23, 2019Aug 27, 2019Aug 31, 2019Sep 4, 2019Sep 9, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SenseBERT2019.0872.1
SenseBERT_LARGE2019.0872.1
KnowBert-W+Wmodel=KnowBert with WordNet and Wikipedia2019.0970.9
KnowBert-W+Wknowledge_source=WordNet + Wikipedia2019.0970.9
KnowBERT-W+W2019.0870.9
SenseBERT_BASE2019.0870.3
RoBERTa2019.0869.9
BERT LARGE2019.0869.6
BERT_LARGE2019.0869.6
BERT_LARGEsource=Wang et al. (2019a)2019.0969.5
BERT_LARGEsource=Wang et al. (2019a)2019.0969.5
BERT sense embeddings2019.0867.7
BERT_LARGEsource=Pilehvar and Camacho-Collados (2019)2019.0965.5
BERT_LARGEsource=Pilehvar and Camacho-Collados (2019)2019.0965.5
BERT_BASEsource=Pilehvar and Camacho-Collados (2019)2019.0965.4
BERT_BASEsource=Pilehvar and Camacho-Collados (2019)2019.0965.4
ELMosource=Pilehvar and Camacho-Collados (2019)2019.0957.7
ELMosource=Pilehvar and Camacho-Collados (2019)2019.0957.7
ELMo2019.0857.7