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ResearchFormerly WizWand

Sentiment classification on amazon-cn (test)

7.74Error RateXLM_ft (Monolingual Baseline, UDA)
7.42969.524811.6213.7152Sep 16, 2019
Updated 8mo ago

Evaluation results

MethodLinks
XLM_ft (Monolingual Baseline, UDA)Base Model=XLM_ft, Setup=Monolingual, Train Protocol=UDA, Unlabeled=true2019.097.74
XLM_ft (UDA+Self)Base Model=XLM_ft, Train Protocol=UDA+Self, Unlabeled=true2019.099.46
XLM (UDA+Self)Base Model=XLM, Train Protocol=UDA+Self, Unlabeled=true2019.0911.19
XLM_ft (Ft)Base Model=XLM_ft, Train Protocol=Ft, Unlabeled=true2019.0911.32
XLM (Monolingual Baseline, Ft)Base Model=XLM, Setup=Monolingual, Train Protocol=Ft, Unlabeled=false2019.0911.69
XLM (UDA)Base Model=XLM, Train Protocol=UDA, Unlabeled=true2019.0911.92
XLM_ft (UDA)Base Model=XLM_ft, Train Protocol=UDA, Unlabeled=true2019.0911.92
XLM (Ft)Base Model=XLM, Train Protocol=Ft, Unlabeled=false2019.0915.5