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:
Sep. 29, 2020

Filed:

Jul. 26, 2017
Applicant:

Getgo, Inc., Boston, MA (US);

Inventors:

Whitney Lige Clark, Auburn, CA (US);

Ashish V. Thapliyal, Santa Barbara, CA (US);

Christfried Focke, Santa Barbara, CA (US);

Alexander John Huitric, Goleta, CA (US);

Yogesh Moorjani, Dublin, CA (US);

Assignee:

LogMeln, Inc., Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06F 7/08 (2006.01); G06N 20/00 (2019.01); G06F 16/35 (2019.01); G06F 16/683 (2019.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 7/08 (2013.01); G06F 16/35 (2019.01); G06F 16/358 (2019.01); G06F 16/685 (2019.01); G06K 9/6254 (2013.01); G06K 9/6256 (2013.01); G06N 20/00 (2019.01);
Abstract

Technology for generating a consistently labeled training dataset. For each one of multiple previously labeled texts, a distance between the previously labeled text and a current text to be labeled is generated by comparing a list of tokens for the previously labeled text to a list of tokens for the current text to determine an overlap value equal to a number of tokens that match between the list of tokens for the previously labeled text and the list of tokens for the current text, and using the overlap value to calculate a distance between the previously labeled text and the current text that is inversely correlated to the overlap value. Previously labeled texts that are most similar to the current text are identified as those previously labeled texts having the shortest distances to the current text, and are displayed with their previously assigned labels in a label selection user interface.


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