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:
Sep. 08, 2026
Filed:
Sep. 02, 2022
Xero Limited, Te Aro, NZ;
Delia Rusu, Te Aro, NZ;
Quentin Gabriel Thurier, Te Aro, NZ;
Soon-Ee Cheah, Te Aro, NZ;
Rebecca Dridan, Te Aro, NZ;
Xero Limited, Te Aro, NZ;
Abstract
Described embodiments relate to a method comprising: determining a training dataset of example documents, each associated with first and second hierarchical level category labels. The method comprises generating a predicted first hierarchical level category and a predicted second hierarchical level category; determining a first loss value and a second loss value based on the predictions; determining a combined loss value based on the first loss value and the second loss value; and adjusting one or more weights of the numerical representation generation model based on the combined loss value.