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ResearchFormerly WizWand

Acceptability Classification on CoLA (in-domain dev)

88.6AccuracyEn-BERT + TDA
68.11273.43178.7584.069May 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
En-BERT + TDAEvaluation Protocol=Fine-tuned2022.0588.60.725
XLM-R + TDAEvaluation Protocol=Fine-tuned2022.0586.90.683
En-BERT + HOMEvaluation Protocol=Fine-tuned2022.0585.20.635
En-BERTEvaluation Protocol=Fine-tuned2022.0583.10.58
XLM-R + HOMEvaluation Protocol=Fine-tuned2022.0581.20.532
XLM-REvaluation Protocol=Fine-tuned2022.0580.80.517
En-BERT + TDAEvaluation Protocol=Frozen2022.0577.20.42
En-BERT + HOMEvaluation Protocol=Frozen2022.05750.338
XLM-R + TDAEvaluation Protocol=Frozen2022.05730.336
XLM-R + HOMEvaluation Protocol=Frozen2022.0571.30.209
En-BERTEvaluation Protocol=Frozen2022.0569.60.037
XLM-REvaluation Protocol=Frozen2022.0568.90.041