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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.:

US 11727062 B1

PDFFull Text
Date of Patent:
Aug. 15, 2023

Filed:

Jun. 16, 2021

Systems and methods for generating vector space embeddings from a multi-format document

Applicant:

Blackrock, Inc., New York, NY (US);

Inventors:

Paul Vincent Gaskell, Romsey, GB;

Thomas Roland Barillot, London, GB;

Assignee:

BlackRock, Inc., New York, NY (US);

Attorney:

Haynes Boone LLP

Primary Examiner:

Sanchita Roy

Int. Cl.
CPC ...
G06N 3/00 (2023.01); G06F 16/901 (2019.01); G06F 40/103 (2020.01); G06F 40/131 (2020.01); G06F 40/30 (2020.01); G06F 40/279 (2020.01); G06V 30/414 (2022.01); G06V 30/416 (2022.01);
U.S. Cl.
CPC ...
G06F 16/9024 (2019.01); G06F 40/103 (2020.01); G06F 40/131 (2020.01); G06F 40/279 (2020.01); G06F 40/30 (2020.01); G06N 3/00 (2013.01); G06V 30/414 (2022.01); G06V 30/416 (2022.01);
Abstract

Embodiments described herein provide a mechanism that encodes a text document into a geometric graph, where the nodes of the graph represent bits of text from the document and the edges of the graph represent relationships among the bits of text as laid out on a page of the document. Each node of the graph is encoded into a vector representation that contains information of the node and the local sub-graph (including the node and all edges branching out from the node). In this way, the vector representations of the document contain information of the inner-relationship between words, sentences and paragraphs of the document, instead of just mapping the text in the document as a string of input tokens to a vector representation.

Find Patent Forward Citations

Gaskell, Paul. (2023). Systems and methods for generating vector space embeddings from a multi-format document (U.S. Patent No. 11727062). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11727062

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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