Method of generating a labeling guide for spoken dialog services
A method is disclosed for designing a labeling guide for use by a labeler in labeling data used for training a spoken language understanding (SLU) module for an application. The method comprises a labeling guide designer selecting domain-independent actions applicable to an application, selecting domain-dependent objects according to characteristics of the application, and generating a labeling guide using the selected domain-independent actions and selected domain-dependent objects. An advantage of the labeling guide generated in this manner is that the labeling guide designer can easily port the labeling guide to a new application by selecting a set of domain-independent action and then selecting the domain-dependent objects related to the new application.
1. A method of designing a labeling guide for use by a labeler in labeling data used for training a spoken language understanding (SLU) module for an application, the method comprising a labeling guide designer:
selecting domain-independent actions applicable to an application;
selecting domain-dependent objects according to characteristics of the application; and
generating a labeling guide using the selected domain-independent actions and selected domain-dependent objects.
2. The method of claim 1 , wherein selecting a set of domain-independent actions further comprises selecting the set of domain-independent actions from a preexisting set of domain-independent actions.
3. The method of claim 1 , wherein selecting domain-dependent objects further comprises selecting domain-dependent objects according to a pre-existing set of domain-dependent objects.
4. The method of claim 2 , wherein the pre-existing set of domain-independent actions comprises at least verify, explain and tellme actions.
5. The method of claim 1 , wherein the generated labeling guide may be used for different applications wherein a labeling guide designer only needs to select domain-dependent objects according to characteristics of the different application.
6. The method of claim 4 , wherein the verify, explain and tellme domain-independent actions have a calltype of verb(noun).