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:
Dec. 01, 2020

Filed:

Oct. 30, 2019
Applicant:

Sparkcognition, Inc., Austin, TX (US);

Inventors:

Jaidev Amrite, Austin, TX (US);

Erik Skiles, Manor, TX (US);

William McNeill, Austin, TX (US);

Assignee:

SPARKCOGNITION, INC., Austin, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 3/0481 (2013.01); G06F 3/0484 (2013.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); G06F 3/0481 (2013.01); G06F 3/0484 (2013.01);
Abstract

A method includes receiving input designating a term of interest in a document of a document corpus and determining a target context embedding representing a target word group that includes the term of interest and context words located in the document proximate to the term of interest. The method also includes identifying, from among the document corpus, a first candidate word group that is semantically similar to the target word group and a second candidate word group that is semantically dissimilar to the target word group. The method further includes receiving user input identifying at least a portion of the first candidate word group as associated with a first label and identifying at least a portion of the second candidate word group as not associated with the first label. The method also includes generating labeled training data based on the user input to train a text classifier.


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