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:
Apr. 21, 2026

Filed:

Sep. 20, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Sathya Santhar, Chennai, IN;

Sridevi Kannan, Chennai, IN;

Sarbajit K. Rakshit, Kolkata, IN;

Samuel Mathew Jawaharlal, Chennai, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/044 (2023.01); G06F 40/166 (2020.01); G06F 40/284 (2020.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06F 40/166 (2020.01); G06F 40/284 (2020.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01);
Abstract

A system, method, and computer program product for implementing automated digital text optimization is provided. The method includes receiving during execution of an Internet search process, digital textual content comprising embedded words, morphemes, and phrases. A specified format for generating a summary for the digital textual content is identified and probability distribution attributes are generated with respect to target vocabulary of the digital textual content. Content of the digital textual content is replaced with replacement content and an automated digital summary of the digital textual content is generated thereby enabling optimized operational functionality of a recurrent neural network (RNN) encoder-decoder hardware device. A decoded version of the automated digital summary is presented via a specialized graphical user interface.


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