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:
Aug. 19, 2025

Filed:

Dec. 31, 2024
Applicant:

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

Inventor:

Akshay Jain, Pune, IN;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/93 (2019.01); G06F 16/22 (2019.01); G06F 16/245 (2019.01); G06F 16/25 (2019.01);
U.S. Cl.
CPC ...
G06F 16/93 (2019.01); G06F 16/2237 (2019.01); G06F 16/2246 (2019.01); G06F 16/245 (2019.01); G06F 16/258 (2019.01);
Abstract

A document is analyzed to identify attributes of the document. A set of statistical measures are calculated for each of the formatting attributes. A correlation between these statistical measures and elements of the document are identified. A hierarchical relationship is determined between the elements of the document. Data from the document is split into chunks using the hierarchical relationship. A representation of the document that includes the hierarchical structure is then generated. The representation is stored in a data store as a vector usable by a machine learning model to perform a query on the document according to the hierarchical structure.


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Jain, Akshay. (2025). Hierarchical document parsing and metadata generation for machine learning applications (U.S. Patent No. 12393637). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12393637

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

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