Intent Classification on MCID 5-shot
80.78AccuracySE-Paraphrase
Evaluation results
| Method | Links | |
|---|---|---|
| SE-ParaphraseBackbone=RoBERTa2023.06 | 80.78 | |
| DFT++ (w/ CA, SSD)Backbone=RoBERTa, Context Augmentation=true, Sequential Self-Distillation=true2023.06 | 80.16 | |
| SE-NLIBackbone=RoBERTa2023.06 | 79.43 | |
| DFT++ (w/ SSD)Backbone=RoBERTa, Sequential Self-Distillation=true2023.06 | 78.73 | |
| IsoIntentRoBERTaBackbone=RoBERTa2023.06 | 78.4 | |
| CPFTBackbone=RoBERTa2023.06 | 78.2 | |
| IntentRoBERTaBackbone=RoBERTa2023.06 | 77.25 | |
| DFT++ (w/ CA)Backbone=RoBERTa, Context Augmentation=true2023.06 | 76.51 | |
| DFTBackbone=RoBERTa2023.06 | 76.39 | |
| DNNC-IntentBackbone=RoBERTa2023.06 | 72.44 | |
| DNNC-NLIBackbone=RoBERTa2023.06 | 63.74 |