METHOD AND SYSTEM FOR CONVEYING AN EXAMPLE IN A NATURAL LANGUAGE UNDERSTANDING APPLICATION

Patent №

US 10,192,543

Granted

2019-01-29

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

+1 more

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15151277

A method (300) and system (100) is provided to add the creation of examples at a developer level in the generation of Natural Language Understanding (NLU) models, tying the examples into a NLU sentence database (130), automatically validating (310) a correct outcome of using the examples, and automatically resolving (316) problems the user has using the examples. The method (300) can convey examples of what a caller can say to a Natural Language Understanding (NLU) application. The method includes entering at least one example associated with an existing routing destination, and ensuring an NLU model correctly interprets the example unambiguously for correctly routing a call to the routing destination. The method can include presenting the example sentence in a help message (126) within an NLU dialogue as an example of what a caller can say for connecting the caller to a desired routing destination. The method can also include presented a failure dialogue for displaying at least one example that failed to be properly interpreted to ensure that ambiguous or incorrect examples are not presented in a help message.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG10L 15/063G06F 40/40G10L 15/18G10L 15/183G10L 2015/0638H04M 3/4936H04M 2203/2061

AI classification

Natural language1.00
Speech1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.99
Evolutionary computation0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 400030543

NUANCE COMMUNICATIONS, INC.

assignment · 400030649

Assignors

BALCHANDRAN, RAJESH, BOYER, LINDA M., LEWIS, JAMES R., METZ, BRENT D.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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