SyntaViz: Visualizing Voice Queries through a Syntax-Driven Hierarchical Ontology
Md. Iftekhar Tanveer, Ferhan Ture
Code Available — Be the first to reproduce this paper.
ReproduceCode
- github.com/Comcast/SyntaVizOfficialIn papertf★ 0
Abstract
This paper describes SyntaViz, a visualization interface specifically designed for analyzing natural-language queries that were created by users of a voice-enabled product. SyntaViz provides a platform for browsing the ontology of user queries from a syntax-driven perspective, providing quick access to high-impact failure points of the existing intent understanding system and evidence for data-driven decisions in the development cycle. A case study on Xfinity X1 (a voice-enabled entertainment platform from Comcast) reveals that SyntaViz helps developers identify multiple action items in a short amount of time without any special training. SyntaViz has been open-sourced for the benefit of the community.