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:
Feb. 04, 2020

Filed:

Mar. 28, 2017
Applicant:

Oath Inc., New York, NY (US);

Inventors:

Akshay Soni, San Jose, CA (US);

Yashar Mehdad, San Jose, CA (US);

Aasish Pappu, New York, NY (US);

Vivek Kulkarni, Stony Brook, NY (US);

Sheng Chen, Minneapolis, MN (US);

Assignee:

Oath Inc., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/30 (2006.01); G06F 16/9535 (2019.01); G06N 5/02 (2006.01); G06F 16/93 (2019.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/93 (2019.01); G06N 5/02 (2013.01);
Abstract

A method implemented by at least one server computer is provided, including the following operations: receiving a plurality of training documents, each training document being defined by a sequence of words, each training document having one or more labels associated therewith; embedding the training documents, the words, and the labels in a vector space, wherein the embedding is configured to locate a given training document and its associated labels in proximity to each other in the vector space; embedding a new document in the vector space; performing a proximity search in the vector space to identify a set of nearest labels to the new document in the vector space; associating the nearest labels to the new document.


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