Sentiment Classification on Amazon DE (test)
5.77Error RateXLM_ft (UDA+Self)
Evaluation Results
| Method | Links | |
|---|---|---|
| XLM_ft (UDA+Self)Base Model=XLM_ft, Train Protocol=UDA+Self, Unlabeled=true2019.09 | 5.77 | |
| XLM_ft (Monolingual Baseline, UDA)Base Model=XLM_ft, Setup=Monolingual, Train Protocol=UDA, Unlabeled=true2019.09 | 6.12 | |
| XLM_ft (UDA)Base Model=XLM_ft, Train Protocol=UDA, Unlabeled=true2019.09 | 6.3 | |
| XLM_ft (Ft)Base Model=XLM_ft, Train Protocol=Ft, Unlabeled=true2019.09 | 6.7 | |
| XLM (UDA+Self)Base Model=XLM, Train Protocol=UDA+Self, Unlabeled=true2019.09 | 9.32 | |
| XLM (UDA)Base Model=XLM, Train Protocol=UDA, Unlabeled=true2019.09 | 10.08 | |
| XLM (Monolingual Baseline, Ft)Base Model=XLM, Setup=Monolingual, Train Protocol=Ft, Unlabeled=false2019.09 | 10.67 | |
| XLM (Ft)Base Model=XLM, Train Protocol=Ft, Unlabeled=false2019.09 | 12.75 |