BERT-Enhanced Retrieval Tool for Homework Plagiarism Detection System

arXiv:2404.01582v1 Announce Type: new
Abstract: Text plagiarism detection task is a common natural language processing task that aims to detect whether a given text contains plagiarism or copying from other texts. In existing research, detection of high level plagiarism is still a challenge due to the lack of high quality datasets. In this paper, we propose a plagiarized text data generation method based on GPT-3.5, which produces 32,927 pairs of text plagiarism detection datasets covering a wide range of plagiarism …

abstract arxiv bert challenge cs.ai cs.cl cs.ir datasets detection homework language language processing natural natural language natural language processing plagiarism processing quality research retrieval text tool type