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:
Jan. 06, 2026

Filed:

Jul. 05, 2023
Applicant:

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

Inventors:

Dimitrios Vamvourellis, New York, NY (US);

Mate Toth, Budapest, HU;

Dhruv Desai, New York, NY (US);

Dhagash Mehta, New York, NY (US);

Stefano Pasquali, New York, NY (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/2415 (2023.01); G06F 40/284 (2020.01); G06F 40/40 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 18/2415 (2023.01); G06F 40/284 (2020.01); G06F 40/40 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01);
Abstract

The embodiments are directed to a system and method for categorizing unstructured data using a machine learning categorization framework with multiple natural language processing (NLP) models. The multiple NLP models in the machine learning categorization framework may be trained using unstructured data associated with a description of an entity and a multiple categories. Once trained, the NLP models are analyzed to determine one or more NLP models that accurately classify data.


Find Patent Forward Citations

Vamvourellis, Dimitrios. (2026). Learning categorization with natural language processing networks (U.S. Patent No. 12517984). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12517984

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

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