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:
Oct. 19, 2021
Filed:
Sep. 07, 2018
International Business Machines Corporation, Armonk, NY (US);
Patrick Watson, Montrose, NY (US);
Bishwaranjan Bhattacharjee, Yorktown Heights, NY (US);
Siyu Huo, Yorktown Heights, NY (US);
Noel C. Codella, White Plains, NY (US);
Brian M. Belgodere, Fairfield, CT (US);
Parijat Dube, Yorktown Heights, NY (US);
Michael R. Glass, Bayonne, NJ (US);
John R. Kender, Leonia, NY (US);
Matthew L. Hill, Yonkers, NY (US);
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
A computer-implemented method for data labeling is provided. The computer-implemented method assigns pseudo-labels to unlabeled examples of data using a similarity metric on an embedding space to produce pseudo-labeled examples. A curriculum learning model is trained using the pseudo-labeled examples. The curriculum learning model trained with the pseudo-labeled examples is employed in in a fine-tuning task to enhance classification accuracy of the data.