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. 21, 2025

Filed:

Nov. 23, 2022
Applicant:

Bank of America Corporation, Charlotte, NC (US);

Inventors:

Jennifer Russell, Dallas, TX (US);

Emad Noorizadeh, Plano, TX (US);

Rajan Jhaveri, Plano, TX (US);

Assignee:

Bank of America Corporation, Charlotte, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/284 (2020.01); G06F 40/40 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/284 (2020.01); G06F 40/40 (2020.01);
Abstract

A system for dynamic semantic role classification, through an entity's natural language process (NLP) pipeline is provided. The system may include assigning semantic role classifiers to tokens included in utterances received from user nodes. The system may include using a machine learning algorithm to assign the semantic role classifiers. The machine learning algorithm may assign the semantic role classifiers based on a calculated correlation value. The machine learning algorithm may use training and testing data sets to dynamically update the semantic role classifiers.


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