Efficient Resolution of Type-Coercion Queries in a Question Answer System using Disjunctive Sub-Lexical Answer Types

Patent №

US 11,132,390

Granted

2021-09-28

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16247955

An approach is provided in which an information handling system identifies candidate answers from a knowledge base that correspond to a question comprising a lexical answer type (LAT). The information handling system determines sub-LATs corresponding to the LAT in a database that are child LATs of the LAT. The information handling system then identifies a set of the candidate answers that correspond to at least one of the sub-LATs and ranks the set of candidate answers based on one or more ranking criterion. In turn, the information handling system provides the ranked set of candidate answers to a user.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/3344G06F 16/3329G06F 16/367G06F 40/20G06F 40/284G06N 5/02G06N 5/04G06N 5/041+2 more

AI classification

Natural language1.00
Planning1.00
Machine learning0.99
Knowledge representation0.99
AI hardware0.98
Evolutionary computation0.36
Vision0.20
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 480100405

Assignors

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

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

From the same owner

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