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:
Jan. 04, 2022
Filed:
Apr. 17, 2018
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Yen Ling Adelene Sim, Seattle, WA (US);
Andrew Borthwick, Kirkland, WA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/72 (2006.01); G06N 20/00 (2019.01); G06F 16/28 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06K 9/627 (2013.01); G06F 16/285 (2019.01); G06K 9/6261 (2013.01); G06K 9/723 (2013.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01);
Abstract
Techniques for generating record embeddings from structured records are described. A record embeddings generating engine processes structured records to build a token vocabulary. Token embeddings are created for each token in the vocabulary. The token embeddings are trained using a loss function that relates the token embeddings to the record-attribute-data structure of the structured records. A record embedding is assembled from the trained token embeddings.