End To End Dialogue Modelling On Multiwoz 2 1
평가 지표
BLEU
MultiWOZ (Inform)
MultiWOZ (Success)
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | BLEU | MultiWOZ (Inform) | MultiWOZ (Success) | Paper Title | Repository |
|---|---|---|---|---|---|
| SimpleTOD | 15.2 | 85.0 | 70.5 | A Simple Language Model for Task-Oriented Dialogue | - |
| GALAXY | 20.01 | 95.30 | 86.20 | GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection | - |
| AuGPT | 17.2 | 91.4 | 72.9 | AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models | - |
| LABES-S2S | 18.3 | 78.1 | 67.1 | A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning | - |
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