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. 10, 2018

Filed:

Jul. 12, 2016
Applicant:

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

Inventors:

John M. Boyer, Victoria, CA;

Kshitij P. Fadnis, Dublin, OH (US);

Dinesh Raghu, New Delhi, IN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/27 (2006.01); G06F 17/24 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06F 17/2785 (2013.01); G06F 17/24 (2013.01); G06F 17/278 (2013.01); G06N 99/005 (2013.01);
Abstract

A mechanism is provided in a data processing system for text classification. A domain terms selector component, executing on a processor of the data processing system, receives an input text. A domain terms selector component executing on a processor of the data processing system identifies at least one domain term in the input text. A domain terms replacer component executing on a processor of the data processing system replaces the at least one identified domain term in the input text with a corresponding replacement term to form a revised input text. A text classifier component configured with a trained text classifier machine learning model classifies the revised input text to form a class determination.


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