SYSTEM AND METHOD FOR IMPLEMENTING AN ARTIFICIALLY INTELLIGENT VIRTUAL ASSISTANT USING MACHINE LEARNING

Patent №

US 11,010,656

Granted

2021-05-18

Filed 2017

Owner

CLINC, INC.

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15797414

Systems and methods for implementing an artificially intelligent virtual assistant includes collecting a user query; using a competency classification machine learning model to generate a competency label for the user query; using a slot identification machine learning model to segment the text of the query and label each of the slots of the query; generating a slot value for each of the slots of the query; generating a handler for each of the slot values; and using the slot values to: identify an external data source relevant to the user query, fetch user data from the external data source, and apply one or more operations to the query to generate response data; and using the response data, to generate a response to the user query.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningAI hardwareG06N 3/006G06N 3/0442G06N 3/0895G06N 3/09G06N 5/022G06N 20/00G06N 20/20G10L 15/18+7 more

AI classification

Natural language1.00
Planning1.00
Speech1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.98
Vision0.77
Evolutionary computation0.17

Ownership

CLINC, INC.

assignment · 443700744

Assignors

MARS, JASON, TANG, LINGJIA, LAURENZANO, MICHAEL, HAUSWALD, JOHANN

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

From the same owner

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