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ResearchFormerly WizWand

Paraphrase Detection on PAWS-QQP

96AccuracyDeBERTa-ASA
32.35248.87665.481.924Jun 25, 2022Sep 16, 2022Dec 9, 2022Mar 2, 2023May 25, 2023Aug 16, 2023Nov 8, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DeBERTa-ASABackbone=DeBERTa-large, tau=0.3, runs=52022.0696
DeBERTa (large)Backbone=DeBERTa-large, tau=0.3, runs=52022.0695.7
ALIGNModel Variant=large, Model Parameters=355M2023.0793.8
ALIGNModel Variant=base, Model Parameters=125M2023.0791.9
FLAN-T5Model Variant=xlarge, Model Parameters=3B2023.0790.1
FLAN-T5Model Variant=large, Model Parameters=780M2023.0788.3
BERT-ASABackbone=BERT-base, tau=0.3, runs=52022.0687.7
BERTBackbone=BERT-base, tau=0.3, runs=52022.0681.7
BBT-GRCModel Type=Sequence Encoder2023.1142.9
OMModel Type=Sequence Encoder2023.1138.1
RIR-GRCModel Type=Sequence Encoder2023.1137.3
RIR-EBT-GRCModel Type=Sequence Encoder2023.1137.2
BT-GRC OSModel Type=Sequence Encoder2023.1137.1
BT-GRCModel Type=Sequence Encoder2023.1136.9
EBT-GRCModel Type=Sequence Encoder2023.1136.9
CRvNNModel Type=Sequence Encoder2023.1134.8