公开(公告)号：US20240161019A1

公开(公告)日：2024-05-16

申请号：US18507705

申请日：2023-11-13

Applicant: KOREA UNIVERSITY RESEARCH AND BUSINESS FOUNDATION

Inventor： Heuiseok LIM ,  Gyeongmin KIM

IPC: G06N20/20 ,  G06F16/215 ,  G06F16/901

CPC classification number: G06N20/20 ,  G06F16/215 ,  G06F16/9014

Abstract: Disclosed herein is a method of generating a similarity determination model of programming codes based on a cross-validation ensemble and filtering strategy. The method of generating the similarity determination model is performed by a computing device including at least a processor, the method includes: performing preprocessing on raw data written in any one language; performing filtering on the preprocessed data; generating positive pairs and negative pairs for training; and training a pre-trained language model using the generated positive pairs and negative pairs.