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. 25, 2022
Filed:
Sep. 25, 2019
International Business Machines Corporation, Armonk, NY (US);
Leonid Karlinsky, Mazkeret Batya, IL;
Joseph Shtok, Binyamina, IL;
International Business Machines Corporation, Armonk, NY (US);
Abstract
There is provided a method of computing a model for classification of a data element, comprising: feeding a plurality of labeled auxiliary data elements and at least one labeled relevant data elements for each of a plurality of relevant classification categories, into a synthesizer component, for outputting at least one synthetic labeled relevant data element for each one of the plurality of relevant classification categories, feeding the synthetic labeled relevant data elements and a plurality of unlabelled training relevant data elements into a domain adaptation component, for outputting a respective relevant classification category for each of the plurality of unlabelled training relevant data elements, iteratively end-to-end training the synthesis component and the domain adaptation component, and providing the trained domain adaption component, for outputting a relevant classification category in response to an input of a query unlabelled data element.