METHOD AND APPARATUS FOR EVALUATING USER INTENTION UNDERSTANDING SATISFACTION, ELECTRONIC DEVICE AND STORAGE MEDIUM

Patent №

US 11,580,980

Granted

2023-02-14

Filed 2021

Owner

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17155783

A method and apparatus for generating a user intention understanding satisfaction evaluation model, a method and apparatus for evaluating a user intention understanding satisfaction, an electronic device and a storage medium are provided, relating to intelligent voice recognition and knowledge graphs. The method for generating a user intention understanding satisfaction evaluation model is: acquiring a plurality of sets of intention understanding data, at least one set of which comprises a plurality of sequences corresponding to multi-round behaviors of an intelligent device in multi-round man-machine interactions; and learning the plurality of sets of intention understanding data through a first machine learning model, to obtain the user intention understanding satisfaction evaluation model after the learning, wherein the user intention understanding satisfaction evaluation model is configured to evaluate user intention understanding satisfactions of the intelligent device in the multi-round man-machine interactions according to the plurality of sequences corresponding to the multi-round man-machine interactions.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06Q 30/02G10L 15/22G06F 3/167G06F 40/30G06N 3/0464G06N 3/09G06N 7/01G06N 20/00+6 more

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
Knowledge representation1.00
Planning1.00
AI hardware0.99
Vision0.01
Evolutionary computation0.00

Ownership

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

assignment · 550010657

Assignors

LI, YANYAN, DUAN, JIANGUO, XIONG, HUI

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

From the same owner

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