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:
Jun. 08, 2021

Filed:

Jan. 04, 2018
Applicant:

Facebook, Inc., Menlo Park, CA (US);

Inventors:

Jonathan Michael Arfa, New York, NY (US);

Nikhil Girish Nawathe, New York, NY (US);

Bryan Kauder, New York, NY (US);

Shriram Subramanian, New York, NY (US);

Assignee:

Facebook, Inc., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/06 (2012.01); G06N 99/00 (2019.01); G06F 15/17 (2006.01); H04L 12/58 (2006.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 40/30 (2020.01); G06F 40/295 (2020.01); G06Q 30/02 (2012.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06Q 30/0201 (2013.01); G06Q 50/01 (2013.01);
Abstract

In one embodiment, a method includes receiving a request to identify a word representing a target concept that is in a first relationship with a particular concept such that the first relationship is analogous to a second relationship in which a first reference concept is with a second reference concept, accessing a table of word vector relationships, looking up a particular word vector, a first reference word vector, and a second reference word vector, determining an imaginary vector such that a first vector from the first reference word vector to the second reference word vector is equal to a second vector from the particular word vector to the imaginary vector, selecting a target word vector closest to the imaginary vector, identifying a target n-gram corresponding to the target word vector, and sending a response message comprising the target n-gram.


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