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:
Jun. 16, 2026
Filed:
Mar. 17, 2022
International Business Machines Corporation, Armonk, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A method, system, and computer program product for automated annotation scheduling for ground truth consistency are provided. The method receives data to be annotated by one or more annotators of a set of annotators. The data is passed to a student model to generate a student model output. The data is passed to a teacher model to generate a teacher model output. An annotation trend estimation model analyzes the student model output and the teacher model output to determine output characteristics of the student model. The method selects an annotator of the set of annotators as a designated annotator for at least a portion of the data based on the output characteristics of the student model.