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. 27, 2024

Filed:

Mar. 22, 2021
Applicant:

Paypal, Inc., San Jose, CA (US);

Inventors:

Rushik Upadhyay, San Jose, CA (US);

Dhamodharan Lakshmipathy, San Jose, CA (US);

Nandhini Ramesh, San Jose, CA (US);

Aditya Kaulagi, Singapore, SG;

Assignee:

PAYPAL, INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/53 (2020.01); G06F 16/33 (2019.01); G06F 16/31 (2019.01); G06N 20/00 (2019.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 16/3337 (2019.01); G06F 16/313 (2019.01); G06F 40/284 (2020.01); G06F 40/53 (2020.01); G06N 20/00 (2019.01);
Abstract

Techniques are disclosed relating to implementing a machine learning approach to cross-language translation and search. In certain embodiments, a method may include receiving a plurality of characters of a first language that are unsegmented and grouping the plurality of character into multiple groups. The method also includes determining a set of word tokens based on one or more transliterations of the multiple groups and one or more translations of the multiple groups to a second language. Further, the method includes generating one or more word token solution sets by querying an index file using the one or more word tokens. The method also includes determining whether the index file references an entity name corresponding to the plurality of characters of the first language based on comparing the one or more token solution sets with the index file.


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