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:
Jul. 05, 2022

Filed:

Jun. 27, 2019
Applicant:

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

Inventors:

Joshua Cason, Oxford, NC (US);

Chris Mwarabu, Holly Springs, NC (US);

Thomas Hay Rogers, Durham, NC (US);

Corville O. Allen, Morrisville, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/205 (2020.01); G06N 20/00 (2019.01); G16H 50/20 (2018.01); G06F 40/279 (2020.01);
U.S. Cl.
CPC ...
G06F 40/205 (2020.01); G06F 40/279 (2020.01); G06N 20/00 (2019.01); G16H 50/20 (2018.01);
Abstract

A method, system, and computer program product for using a natural language processor is disclosed. Included are importing highlighted and non-highlighted training text each including training nodes, one-hot encoding the training text, training a projection model using the training text, processing the highlighted training text using the projection model, and training a classifier model using the highlighted processed training text. Also included are importing new text including new nodes, one-hot encoding the new text, processing the new text using the projection model, and determining, using the classifier model, whether one of the new nodes is in a sought-after class.


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