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:
Dec. 05, 2023

Filed:

Nov. 15, 2022
Applicant:

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

Inventors:

Sanjika Hewavitharana, Milpitas, CA (US);

Evgeny Matusov, Aachen, DE;

Robinson Piramuthu, Oakland, CA (US);

Hassan Sawaf, Los Gatos, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G06F 16/906 (2019.01); G06F 40/20 (2020.01); G06F 40/205 (2020.01); G06F 40/237 (2020.01); G06F 40/263 (2020.01); G06F 40/284 (2020.01); G06F 40/40 (2020.01); G06F 40/44 (2020.01); G06Q 30/0601 (2023.01); G06F 40/58 (2020.01); G06N 20/00 (2019.01); G06F 16/50 (2019.01);
U.S. Cl.
CPC ...
G06Q 30/0623 (2013.01); G06F 16/50 (2019.01); G06F 40/58 (2020.01); G06N 20/00 (2019.01); G06Q 30/0601 (2013.01);
Abstract

In various example embodiments, a system and method for a Listing Engine that translates a first listing from a first language to a second language. The first listing includes an image(s) of a first item. The Listing Engine provides as input to an encoded neural network model a portion(s) of a translated first listing and a portions(s) of a second listing in the second language. The second listing includes an image(s) of a second item. The Listing Engine receives from the encoded neural network model a first feature vector for the translated first listing and a second feature vector for the second listing. The first and the second feature vectors both include at least one type of image signature feature and at least one type of listing text-based feature. Based on a similarity score of the first and second feature vectors at least meeting a similarity score threshold, the Listing Engine generates a pairing of the first listing in the first language with the second listing in the second language for inclusion in training data of a machine translation system.


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