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.
| Topic | Slot | Accuracy |
| ACCOMMODATION | INFO | 32.4 | TYPE_OF_PLACE | 48.3 | PLACE | 18.7 | NEIGHBOURHOOD | 8.8 | ATTRACTION | INFO | 21.1 | TYPE_OF_PLACE | 65.5 | ACTIVITY | 55.7 | PLACE | 4.6 | TIME | 63.3 | NEIGHBOURHOOD | 17.8 | FOOD | INFO | 37.1 | CUISINE | 47.1 | TYPE_OF_PLACE | 68.6 | DRINK | 62.2 | PLACE | 7.7 | MEAL_TIME | 73.9 | DISH | 5.8 | NEIGHBOURHOOD | 27.3 | SHOPPING | INFO | 41.3 | TYPE_OF_PLACE | 41.9 | PLACE | 4.8 | NEIGHBOURHOOD | 4.1 | TIME | 75.0 | TRANSPORTATION | INFO | 23.9 | FROM | 5.3 | TO | 5.6 | STATION | 14.7 | LINE | 16.1 | TYPE | 42.8 |
|
|