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:
Aug. 26, 2025
Filed:
Jul. 02, 2024
International Business Machines Corporation, Armonk, NY (US);
Bhavna Agrawal, Armonk, NY (US);
Anuradha Bhamidipaty, Yorktown Heights, NY (US);
Jayshree Sanjayam, Bangalore, IN;
Jonathan D. Dunne, Dungarvan, IE;
Sarika Budhiraja, Westford, MA (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method can determine a linguistic boundary condition for synthetic data generation in a multi-class classification problem. The method includes analyzing empirical labelled data using linguistic and vector representation techniques. The method further includes deriving a synthetic boundary conditional (SBC) model based on the analysis of the empirical labelled data and identifying a boundary location for performant synthetic data generation using the SBC model.