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. 07, 2025
Filed:
Jan. 05, 2021
Optum Services (Ireland) Limited, Dublin, IE;
Riccardo Mattivi, Dublin, IE;
Peter Cogan, Dublin, IE;
Optum Services (Ireland) Limited, Dublin, IE;
Abstract
Embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for generating an inferred document representation for a multi-section document using a machine learning model. In accordance with one embodiment, a method is provided that includes: identifying a document corpus comprising the multi-section document and other multi-section documents; for each section of the document that is associated with a section type identifier: identifying a section batch that comprises common-type sections across the document corpus; and processing the section batch using the machine learning model to generate per-type section clusters for the section type identifier that comprise an inferred per-type section cluster for the current section; generating the inferred document representation based at least in part on each inferred per-type section cluster for a section of the document; and performing a prediction-based action based at least in part on the representation.