The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 16, 2023

Filed:

Jan. 15, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Timothy A. Bishop, Minneapolis, MN (US);

Stephen A. Boxwell, Franklin, OH (US);

Benjamin L. Brumfield, Cedar Park, TX (US);

Stanley J. Vernier, Grove City, OH (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/02 (2023.01); G06F 16/00 (2019.01); G06F 40/284 (2020.01); G06F 40/295 (2020.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/00 (2019.01); G06F 40/284 (2020.01); G06F 40/295 (2020.01); G06N 5/022 (2013.01);
Abstract

Mechanisms are provided for implementing a proximity based candidate answer pre-processor engine that outputs a sub-set of candidate answers to a question and answer (QA) system. The mechanisms receive a lexical answer type (LAT) and an entity specified in an input natural language question as well as an ontology data structure representing a corpus of natural language content. The mechanisms identify a set of candidate answers having associated nodes in the ontology data structure that are within a predetermined proximity of a node corresponding to the entity, and a sub-set of candidate answers in the set of candidate answers having an entity type corresponding to the LAT. The mechanisms output, to the QA system, the sub-set of candidate answers as candidate answers to the input natural language question for evaluation and selection of a final answer to the input natural language question.


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