MACHINE LEARNING QUERY SESSION ENHANCEMENT

Patent №

US 11,615,144

Granted

2023-03-28

Filed 2018

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15994907

A computer method, system, and device of training an empathy model for detecting a type of query, the method including defining an intent for detecting closed ended queries, providing a plurality of queries that are closed ended queries to a machine learning model generator, said plurality of queries comprising training data, providing a plurality of corresponding labels identifying the plurality of queries as closed ended queries, and generating a model that classifies closed ended queries as a function of the training data.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 16/353G06F 16/90332G06F 18/24G06F 40/211G06N 5/04G06N 20/00

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Vision1.00
Planning0.99
AI hardware0.88
Speech0.00
Evolutionary computation0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 462390622

Assignors

HAMMONTREE, MONTY, LOWDERMILK, TRAVIS, STRACHAN, VALENTINA, LOBANOV, MAXIM, ZHAO, KELLEY, CLARKE, STEVEN, RICH, JESSICA, CARRASCAL-RUIZ, JUAN P

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

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