Research Article

A Two-Step Neural Dialog State Tracker for Task-Oriented Dialog Processing

Table 9

The dialog state tracking accuracy of proposed model for every slot in topic category.

TopicSlotAccuracy

ACCOMMODATIONINFO32.4
TYPE_OF_PLACE48.3
PLACE18.7
NEIGHBOURHOOD8.8
ATTRACTIONINFO21.1
TYPE_OF_PLACE65.5
ACTIVITY55.7
PLACE4.6
TIME63.3
NEIGHBOURHOOD17.8
FOODINFO37.1
CUISINE47.1
TYPE_OF_PLACE68.6
DRINK62.2
PLACE7.7
MEAL_TIME73.9
DISH5.8
NEIGHBOURHOOD27.3
SHOPPINGINFO41.3
TYPE_OF_PLACE41.9
PLACE4.8
NEIGHBOURHOOD4.1
TIME75.0
TRANSPORTATIONINFO23.9
FROM5.3
TO5.6
STATION14.7
LINE16.1
TYPE42.8