System and Method for Disambiguating Multiple Intents in a Natural Lanaguage Dialog System

Patent №

US 9,454,960

Granted

2016-09-27

Filed 2015

Owner

AT&T CORP.

+2 more

Lab

AI components

5

ml · nlp · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14684880

The present invention addresses the deficiencies in the prior art by providing an improved dialog for disambiguating a user utterance containing more than one intent. The invention comprises methods, computer-readable media, and systems for engaging in a dialog. The method embodiment of the invention relates to a method of disambiguating a user utterance containing at least two user intents. The method comprises establishing a confidence threshold for spoken language understanding to encourage that multiple intents are returned, determining whether a received utterance comprises a first intent and a second intent and, if the received utterance contains the first intent and the second intent, disambiguating the first intent and the second intent by presenting a disambiguation sub-dialog wherein the user is offered a choice of which intent to process first, wherein the user is first presented with the intent of the first or second intents having the lowest confidence score.

Machine learningNatural languageSpeechKnowledge representationPlanningG10L 15/18G06F 40/30G10L 15/08G10L 15/22G10L 15/26G10L 15/1815

AI classification

Natural language1.00
Speech1.00
Planning1.00
Machine learning1.00
Knowledge representation0.97
Vision0.34
AI hardware0.01
Evolutionary computation0.00

Ownership

AT&T CORP.

assignment · 354350965

AT&T PROPERTIES, LLC

assignment · 354360097

AT&T INTELLECTUAL PROPERTY II, L.P.

assignment · 354360256

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