ERROR ATTRIBUTION IN NATURAL LANGUAGE PROCESSING SYSTEMS

Patent №

US 11,626,106

Granted

2023-04-11

Filed 2020

Owner

AMAZON TECHNOLOGIES, INC.

AI components

5

ml · nlp · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16800622

A system is provided for determining which component of a speech processing system is the cause of an undesired response to a user input. The system processes ASR data and NLU data to determine the component likely to cause the undesired response. Based on which component is the cause of the undesired response, the system performs an appropriate conversation recovery technique to confirm the speech processing results with the user.

Machine learningNatural languageSpeechKnowledge representationPlanningG10L 15/1815G06F 40/295G06F 40/30G06F 40/35G10L 13/00G10L 15/02G10L 15/1822G10L 15/197+3 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning0.92
Knowledge representation0.70
AI hardware0.28
Evolutionary computation0.01
Vision0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 519230046

Assignors

PING, QING, THATTAI, GOVINDARAJAN SUNDARAM, CHENGOTTUSSERIYIL, JOEL JOSEPH, NIU, FEIYANG

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

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