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.:
Date of Patent:
Oct. 24, 2023
Filed:
Jun. 15, 2020
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventor:
Karim Bouyarmane, Seattle, WA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/242 (2019.01); G06F 16/28 (2019.01); G06N 3/08 (2023.01); G06F 40/20 (2020.01); G06F 16/2457 (2019.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06F 16/243 (2019.01); G06F 16/24575 (2019.01); G06F 16/288 (2019.01); G06F 18/2155 (2023.01); G06F 40/20 (2020.01); G06N 3/08 (2013.01);
Abstract
A hierarchical embedding model is used to obtain respective language-agnostic embeddings of entity records of a cross-language data set. A plurality of record representation pairs is prepared based at least in part on the language-agnostic embeddings. A machine learning model is trained using the record representations pairs to generate similarity scores for pairs of entity records whose text attributes are expressed in different languages.