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:
Mar. 04, 2025
Filed:
Sep. 06, 2022
Oracle International Corporation, Redwood Shores, CA (US);
Ariel Gedaliah Kobren, Cambridge, MA (US);
Swetasudha Panda, Burlington, MA (US);
Michael Louis Wick, Lexington, MA (US);
Qinlan Shen, Burlington, MA (US);
Jason Anthony Peck, Andover, MA (US);
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
Techniques are disclosed for augmenting data sets used for training machine learning models and for generating predictions by trained machine learning models. These techniques may increase a number and diversity of examples within an initial training dataset of sentences by extracting a subset of words from the existing training dataset of sentences. The techniques may conserve scarce sample data in few-shot situations by training a data generation model using general data obtained from a general data source.