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:
Oct. 18, 2022
Samsung Sds Co., Ltd., Seoul, KR;
Hyunjae Lee, Seoul, KR;
Judong Kim, Seoul, KR;
Hyunjin Choi, Seoul, KR;
Bongkyu Hwang, Seoul, KR;
Jaewoong Yun, Seoul, KR;
SAMSUNG SDS CO., LTD., Seoul, KR;
Abstract
An apparatus of training a machine learning model includes a preprocessing module segmenting a document into each sentence and performing tokenization to generate a token sequence for the document, wherein a document representative token representing the document and representative sentence tokens representing each sentence are included in the token sequence for the document, a first training module training the machine learning model to predict an order of sentences in the document, based on the token sequence for the document, and a second training module training the machine learning model to perform document similarity maximization based on the token sequence for the document.