Text Classification on Yelp-2 20 examples (test)
2.05Error RateBERT_FINETUNE + UDA
Evaluation Results
| Method | Links | |
|---|---|---|
| BERT_FINETUNE + UDAUDA=true, Sequence Length=5122019.04 | 2.05 | |
| BERT_LARGE + UDAUDA=true, Sequence Length=5122019.04 | 2.5 | |
| BERT_BASE + UDAUDA=true, Sequence Length=5122019.04 | 2.61 | |
| BERT_FINETUNEUDA=false, Sequence Length=5122019.04 | 2.94 | |
| Random + UDAUDA=true, Sequence Length=5122019.04 | 8.33 | |
| BERT_LARGEUDA=false, Sequence Length=5122019.04 | 10.55 | |
| BERT_BASEUDA=false, Sequence Length=5122019.04 | 13.6 | |
| RandomUDA=false, Sequence Length=5122019.04 | 40.25 |