Method of generation a labeling guide for spoken dialog services
View Patent ↗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 computer-readable medium coded with a software application for generating a labeling guide, the software application causing the computing device to perform steps comprising:
receiving a selection of domain-independent actions applicable to an application;
receiving a selection of 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 computer-readable medium of claim 1 , wherein receiving a selection of a set of domain-independent actions further comprises selecting the set of domain-independent actions from a pre-existing set of domain-independent actions.
3. The computer-readable medium of claim 1 , wherein receiving a selection of domain-dependent objects further comprises receiving a selection of domain-dependent object according to a pre-existing set of domain-dependent objects.
4. The computer-readable medium of claim 2 , wherein the pre-existing set of domain-independent actions comprises at least verify, explain and tellme actions.
5. The computer-readable medium of claim 1 , wherein the generated labeling guide may be used for different applications wherein the software application only needs to receive domain-dependent objects according to characteristics of the different application.