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:
Apr. 07, 2020

Filed:

Jun. 28, 2019
Applicant:

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

Inventors:

Hiroaki Komine, Yokohama, JP;

Kaori Maruyama, Tsukaba, JP;

Takumi Yanagawa, Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/27 (2006.01); G06F 16/9032 (2019.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01); G06F 40/30 (2020.01); G06F 40/216 (2020.01); G06F 40/268 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/90332 (2019.01); G06F 40/216 (2020.01); G06F 40/268 (2020.01); G06N 5/048 (2013.01); G06N 20/00 (2019.01);
Abstract

Training data including a first and second group of questions each associated with an answer is read into memory by a computer. A class of answers including the answer to a question for each question is determined, where each class of answers has a class label that is associated with each of the questions, and each of the questions are classified into a respective class of answers, accordingly. First and second training data is generated including the first and second groups of questions and corresponding classes of answers for use in first and second classifiers, respectively. Each question of the first and second group of questions is classified by the second and first classifiers, respectively, where the classifying generates corresponding classification results. The first or second training data is updated based on the classification results to generate corresponding updated first or second training data, respectively.


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