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:
Jun. 13, 2023

Filed:

Sep. 27, 2021
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Ionut Catalin Sandu, Bucharest, RO;

Alin-Ionut Popa, Bucharest, RO;

Daniel Voinea, Ilfov, RO;

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06V 10/40 (2022.01); G06V 30/414 (2022.01); G06F 18/2113 (2023.01); G06F 18/2415 (2023.01); G06F 40/295 (2020.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06V 10/40 (2022.01); G06F 18/2113 (2023.01); G06F 18/2415 (2023.01); G06V 30/414 (2022.01); G06F 40/295 (2020.01); G06V 30/10 (2022.01);
Abstract

Systems and methods are described for natural language processing of a text sequence. The system can identify a set of text and location information for the set of text in an image. The set of text may correspond to an input sequence space. The system can project embeddings of the text into a latent space for processing. Further, the system can reproject the processed embeddings from the latent space to the input sequence space. The system may perform multiple stages of projecting the embeddings to the latent space and reprojecting the processed embeddings from the latent space to the input sequence space. The system can route the reprojected embeddings to a neural network that can identify class predictions for elements of the set of text.


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