MultiWOZ (Joint Goal Acc): 56.66
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Dialogue State Tracking
Dialogue state tacking consists of determining at each turn of a dialogue the full representation of what the user wants at that point in the dialogue, which contains a goal constraint, a set of requested slots, and the user's dialogue act.
논문
question match accuracy: 14.1interaction match accuracy: 2.2
Joint Acc: 54.2
Slot F1: 88.3Act F1: 96.3
Categorical Accuracy: 92.2Non-Categorical Accuracy: 43.4Overall: 39.2
Joint: 85
Joint: 91.37
Request: -Area: 90Food: 84Price: 92
question match accuracy: 46.8interaction match accuracy: 17.0
question match accuracy: 40.8interaction match accuracy: 13.7
Joint: 73.6
Request: 97.5Area: -Food: -Price: -
question match accuracy: 39.7interaction match accuracy: 12.8
question match accuracy: 53.9interaction match accuracy: 24.6
Slot F1: 81.7Act F1: 94.5
Categorical Accuracy: 91.0Non-Categorical Accuracy: 23.0Overall: 18.0
Slot F1: 76.7Act F1: 93.4
Request: 96.5Area: 90Food: 84Price: 94
question match accuracy: 54.6interaction match accuracy: 23.7
question match accuracy: 55.7interaction match accuracy: 26.5
question match accuracy: 51.6interaction match accuracy: 21.2
Joint: 75.5