INTENT-BASED NATURAL LANGUAGE PROCESSING SYSTEM

Patent №

US 11,269,872

Granted

2022-03-08

Filed 2019

Owner

SPLUNK INC.

Lab

AI components

5

ml · nlp · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16528567

Various embodiments of the present application set forth a computer-implemented method that includes receiving, from a device, a natural-language (NL) request. The method further includes selecting, using the NL request, an intent from a set of intents, wherein the intent is associated with a pre-defined intent template, the pre-defined intent template including a set of property fields that are associated with one or more portions of the NL request. The method also includes determining, based on the NL request, a set of property field values for the set of property fields. The method further includes generating a query to be executed on a field-searchable data source, wherein the query is based on one or more property field values included in the set of property field values. The method also includes receiving, in response to the query, a result that includes a set of event field values. In addition, the method includes causing the device to display at least a portion of the result.

Machine learningNatural languageSpeechKnowledge representationPlanningG06F 16/243G06F 16/24575G06F 16/248G06N 3/09G06N 20/00G06N 3/08G06N 7/01G06N 20/10

AI classification

Natural language1.00
Planning1.00
Speech1.00
Machine learning1.00
Knowledge representation0.94
AI hardware0.36
Evolutionary computation0.01
Vision0.00

Ownership

SPLUNK INC.

assignment · 500050140

Assignors

MOO, YOW HAN, POCHUGARI, DAYANAND, RADON, AUNGON NAG, LI, XIN, MAMDI, VENKAT, SRINIVASABAGAVATHAR, ANAND

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

From the same owner

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