Text Classification on Yelp-5 2.5k examples (test)
32.08Error RateBERT_FINETUNE + UDA
Evaluation Results
| Method | Links | |
|---|---|---|
| BERT_FINETUNE + UDAUDA=true, Sequence Length=5122019.04 | 32.08 | |
| BERT_FINETUNEUDA=false, Sequence Length=5122019.04 | 32.39 | |
| BERT_LARGE + UDAUDA=true, Sequence Length=5122019.04 | 33.54 | |
| BERT_BASE + UDAUDA=true, Sequence Length=5122019.04 | 33.8 | |
| BERT_LARGEUDA=false, Sequence Length=5122019.04 | 38.9 | |
| BERT_BASEUDA=false, Sequence Length=5122019.04 | 41 | |
| Random + UDAUDA=true, Sequence Length=5122019.04 | 41.35 | |
| RandomUDA=false, Sequence Length=5122019.04 | 50.8 |