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:
Jun. 17, 2025
Filed:
Nov. 29, 2022
Applicant:
Bloomberg L.p., New York, NY (US);
Inventors:
Madhavan Seshadri, Jersey City, NJ (US);
Leslie Barrett, Warren, VT (US);
Assignee:
Bloomberg L.P., New York, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 30/18 (2022.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06V 30/18057 (2022.01); G06N 3/084 (2013.01);
Abstract
A system for extracting useful information from the documents associated with various courts' dockets uses a bidirectional long short-term memory (BiLSTM)-Attention-conditional random fields (CRF) architecture having a multi-headed output layer producing an outcome and settlement classification. The system includes a BiLSTM layer, an attention layer, a CRF layer, and a sigmoid layer that interact to produce the outcome and settlement classification.
Seshadri, Madhavan. (2025). Method and apparatus for document analysis and outcome determination (U.S. Patent No. 12333835). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12333835
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile