DETERMINING ANSWERS TO A QUESTION THAT INCLUDES MULTIPLE FOCI

Patent №

US 11,048,878

Granted

2021-06-29

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

8

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

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15969154

A method includes: receiving a question including multiple foci; determining one or more passages (OMPs) that include one or more sets of candidate answers (OMSCAs) to the question; determining matchings between words in the question and words in the OMPs; determining skipngrams of the question (“first skipngrams”); determining one or more sets of skipngrams of the OMPs (“second skipngrams”); determining one or more matching numbers (OMMNs) for the second skipngrams by determining, for each set of the second skipngrams and using the matchings, a number of the first skipngrams that match skipngrams of the set of skipngrams; determining a feature input to a machine learning model (MLM) using the OMMNs; determining one or more answers (OMAs) to the question by determining, by the MLM, whether the OMSCAs are correct answers to the question based at least in part on the feature input; and sending the OMAs to a user device.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningEvolutionary computationAI hardwareG06F 40/216G06F 40/30G06F 40/284G06F 40/289G06F 40/56G06N 3/006G06N 3/09G06N 5/041+6 more

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
Speech0.98
Knowledge representation0.97
AI hardware0.94
Vision0.93
Evolutionary computation0.61

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 456950672

Assignors

BOXWELL, STEPHEN A., VERNIER, STANLEY J., FROST, KEITH G., BRAKE, KYLE M.

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

From the same owner

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