PlagCheck: An efficient way to identify Plagiarism using BERT

Plagiarism is stealing someone’s ideas and presenting them as yours. University students’ use of plagiarism is a serious problem that compromises their preparation and the university’s attempts to produce qualified graduates. Universities attempt to combat this issue with strong ethics regulations, but in order to put these policies into effect; they need the appropriate plagiarism detection tools at reasonable prices. In this article, we introduce PlagCheck, a high-volume, quick, and affordable plagiarism detection system created using the word embeddingsmodel and intended for use on text-based student assignments (essays, theses, homework). We go over the benefits of this approach in terms of cost, accuracy, and speed. This software will help educators and reduce their workload by helping them check plagiarism for each student’s assignment quickly and efficiently.