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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.

Patent No.:

US 10685188 B1

PDFFull Text
Date of Patent:
Jun. 16, 2020

Filed:

Jul. 06, 2018

Systems and methods for training machine learning models for language clusters

Applicant:

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

Inventors:

Ying Zhang, Palo Alto, CA (US);

Arun Babu, Mountain View, CA (US);

James Li, Pleasanton, CA (US);

Assignee:

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

Attorney:

Sheppard Mullin Richter & Hampton LLP

Primary Examiner:

Leshui Zhang

Int. Cl.
CPC ...
G06F 17/28 (2006.01); G06F 40/47 (2020.01); G06N 20/00 (2019.01); G06F 40/30 (2020.01); G06F 40/51 (2020.01); G06F 40/263 (2020.01);
U.S. Cl.
CPC ...
G06F 40/47 (2020.01); G06F 40/263 (2020.01); G06F 40/30 (2020.01); G06F 40/51 (2020.01); G06N 20/00 (2019.01);
Abstract

Systems, methods, and non-transitory computer readable media can generate a plurality of language clusters based on one or more of: language similarity between languages or social behavior similarity between languages. A representative language for a language cluster of the plurality of language clusters can be determined. For the language cluster of the plurality of language clusters, a machine learning model can be trained based on the representative language for the language cluster to classify content items in languages included in the language cluster.

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Zhang, Ying. (2020). Systems and methods for training machine learning models for language clusters (U.S. Patent No. 10685188). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10685188

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