NATURAL LANGUAGE GENERATION PATTERN ENHANCEMENT

Patent №

US 10,650,100

Granted

2020-05-12

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16003540

A computer-implemented method, computer system, and computer program product for improving a natural language generation knowledge base is provided. The method may include detecting user input comprising a natural language expression, generating an erroneous natural language response based on the user input and the knowledge base, determining user feedback corresponding to the erroneous natural language response, wherein the user feedback comprises an indication of an end-user reaction to the erroneous natural language response, determining an improvable performance metric with respect to the knowledge base, and updating the knowledge base based on the improvable performance metric, wherein the knowledge base comprises an explicit model of language corresponding to the erroneous natural language response, and wherein updating the knowledge base comprises updating the explicit model of language based on the user input, the erroneous natural language response, and the user feedback.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 40/30G06F 40/35G06F 16/3344G06F 40/211G06F 40/226G06F 40/268G06F 40/56

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware0.96
Vision0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 460280695

Assignors

ABOU MAHMOUD, ALAA, BASTIDE, PAUL R., BROOMHALL, MATTHEW E., LOREDO, ROBERT E., LU, FANG

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

From the same owner

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