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ResearchFormerly WizWand

Sentiment Classification on Amazon DE (test)

5.77Error RateXLM_ft (UDA+Self)
5.49087.37549.2611.1446Sep 16, 2019
Updated 8mo ago

Evaluation results

MethodLinks
XLM_ft (UDA+Self)Base Model=XLM_ft, Train Protocol=UDA+Self, Unlabeled=true2019.095.77
XLM_ft (Monolingual Baseline, UDA)Base Model=XLM_ft, Setup=Monolingual, Train Protocol=UDA, Unlabeled=true2019.096.12
XLM_ft (UDA)Base Model=XLM_ft, Train Protocol=UDA, Unlabeled=true2019.096.3
XLM_ft (Ft)Base Model=XLM_ft, Train Protocol=Ft, Unlabeled=true2019.096.7
XLM (UDA+Self)Base Model=XLM, Train Protocol=UDA+Self, Unlabeled=true2019.099.32
XLM (UDA)Base Model=XLM, Train Protocol=UDA, Unlabeled=true2019.0910.08
XLM (Monolingual Baseline, Ft)Base Model=XLM, Setup=Monolingual, Train Protocol=Ft, Unlabeled=false2019.0910.67
XLM (Ft)Base Model=XLM, Train Protocol=Ft, Unlabeled=false2019.0912.75