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End-To-End Dialogue Modelling
End To End Dialogue Modelling On Multiwoz 2 1
End To End Dialogue Modelling On Multiwoz 2 1
Metrics
BLEU
MultiWOZ (Inform)
MultiWOZ (Success)
Results
Performance results of various models on this benchmark
Columns
Model Name
BLEU
MultiWOZ (Inform)
MultiWOZ (Success)
Paper Title
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
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
AuGPT
17.2
91.4
72.9
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models
SimpleTOD
15.2
85.0
70.5
A Simple Language Model for Task-Oriented Dialogue
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