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:
Nov. 26, 2024

Filed:

Apr. 19, 2022
Applicant:

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

Inventors:

Elizabeth Daly, Dublin, IE;

Oznur Alkan, Clonsilla, IE;

Anup Kalia, White Plains, NY (US);

Jin Xiao, White Plains, NY (US);

Bei Chen, Blanchardstown, IE;

Rahul Nair, Dublin, IE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/166 (2020.01); G06F 16/335 (2019.01); G06F 40/211 (2020.01); G06F 40/232 (2020.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06F 40/232 (2020.01); G06F 16/337 (2019.01); G06F 40/166 (2020.01); G06F 40/211 (2020.01); G06N 5/022 (2013.01);
Abstract

Learning and correcting errors in text input fields to an artificial intelligence (AI) system includes receiving, by the AI system from a target system, an input text. The AI system executes a text processing operation on the input text by applying at least one transformer from a library of transformers to the input text to generate transformed text. At least one proposed correction to the input text is output by the AI system based on an analysis of the transformed text. Feedback data, associated with the at least one proposed correction, is then received from a user of the target system to iteratively learn, by the AI system, which of the transformers need be applied on future input text to accurately generate future proposed corrections on the future input text.


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