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. 28, 2020

Filed:

May. 24, 2018
Applicant:

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

Inventors:

Michele Crudele, Rome, IT;

Antonio Perrone, Rome, IT;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/27 (2006.01); G06F 40/226 (2020.01); H04L 12/58 (2006.01); G06K 9/62 (2006.01); G06F 40/30 (2020.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 40/226 (2020.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01); G06K 9/6256 (2013.01); H04L 51/02 (2013.01);
Abstract

A computer-implemented method for training a natural language classifier associated with a chat interface of a computer system is provided. The method may include receiving a training dataset comprising an initial set of expressions corresponding to an intent. Additional expressions corresponding to the intent may be generated, wherein the additional expressions are generated based on the initial set of expressions corresponding to the intent. The natural language classifier may be trained based on the initial set of expressions and the additional expressions corresponding to the intent. The trained natural language classifier may be implemented to determine an intent expressed by a detected query based on the initial set of expressions and the additional expressions by which the natural language classifier was trained.


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