PROVIDING ANSWERS TO QUESTIONS USING HYPOTHESIS PRUNING

Patent №

US 11,409,751

Granted

2022-08-09

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16267688

A method, system and computer program product for generating answers to questions. In one embodiment, the method comprises receiving a query, conducting a search through one or more data sources to identify candidate answers to the query, and providing each of the candidate answers with a preliminary score. The method further comprises filtering out any of the candidate answers with a preliminary score that does not satisfy a defined condition. The candidate answers having preliminary scores that satisfy this condition form a subset of the candidate answers. Each of the candidate answers in this subset is processed to produce further scores. A ranking function is applied to these further scores to determine a ranking for each of the candidate answers in the subset; and after this ranking function is applied, one or more of the candidate answers are selected as one or more final answers to the query.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/24578G06F 16/24575G06F 16/248G06F 16/3329G06F 16/9535

AI classification

Natural language1.00
Knowledge representation1.00
Planning0.96
Machine learning0.95
AI hardware0.85
Vision0.24
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 482390177

Assignors

CHU-CARROLL, JENNIFER, FERRUCCI, DAVID A., GONDEK, DAVID C., LALLY, ADAM P., MURDOCK, JAMES W., IV

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

From the same owner

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