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:
Jan. 10, 2023
Filed:
May. 29, 2019
International Business Machines Corporation, Armonk, NY (US);
Ismini Lourentzou, Urbana, IL (US);
Anna Lisa Gentile, San Jose, CA (US);
Daniel Gruhl, San Jose, CA (US);
Alfredo Alba, Morgan Hill, CA (US);
Petar Ristoski, San Jose, CA (US);
Chad Eric DeLuca, Morgan Hill, CA (US);
Linda Ha Kato, San Jose, CA (US);
Chris Kau, Mountain View, CA (US);
Steven R. Welch, Gilroy, CA (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Embodiments relate to a system, program product, and method for information extraction and annotation of a data set. Neural models are utilized to automatically attach machine annotations to data elements within an unlabeled data set. The attached machine annotations are evaluated and a score is attached to the annotations. The score reflects a confidence of correctness of the annotations. A labeled data set is iteratively expanded with selectively evaluated annotations based on the attached score. The labeled data set is applied to an unexplored corpus to identify matching corpus data to populated instances of the labeled data set.