Intent Focused Semantic Parsing and Zero-Shot Learning for Out-of-Domain Detection in Spoken Language Understanding

Intent Focused Semantic Parsing and Zero-Shot Learning for Out-of-Domain Detection in Spoken Language Understanding

In Spoken Language Understanding (SLU), the ability to detect out-of-domain (OOD) input dialog plays a very important role (e.g., voice assistance and chatbot systems). However, most of the existing OOD detection methods rely heavily on manually labeled OOD data. Manual labeling of the OOD data for...

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Bibliographic Details
Main Authors: Niraj Kumar, Bhiman Kumar Baghel
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Spoken language understanding
out-of-domain (OOD) detection
zero-shot learning
intent focused semantic parsing
Online Access:https://ieeexplore.ieee.org/document/9641813/

Internet

https://ieeexplore.ieee.org/document/9641813/

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