ALEXANDRIA, Va., Sept. 8 -- United States Patent no. 12,731,070, issued on Sept. 8, was assigned to SAMSUNG SDS Co. LTD. (Seoul, South Korea).
"Apparatus and method of training machine learning model, and apparatus and method for summarizing document using the same" was invented by Hyunjae Lee (Seoul, South Korea), Judong Kim (Seoul, South Korea), Hyunjin Choi (Seoul, South Korea), Bongkyu Hwang (Seoul, South Korea) and Jaewoong Yun (Seoul, South Korea).
According to the abstract* released by the U.S. Patent & Trademark Office: "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 docum...