Hi, I'm Jan Philip 👋🏻
I'm a computer science researcher from Göttingen, Germany. I'm passionate about working on plagiarism detection solutions using natural language processing.
How to identify machine-paraphrased plagiarism
Employing paraphrasing tools to conceal plagiarized text is a severe threat to academic integrity. To enable the detection of machine-paraphrased text, we evaluate the effectiveness of five pre-trained word embedding models combined with machine learning classifiers and state-of-the-art neural language models. We analyze preprints of research papers, graduation theses, and Wikipedia articles, which we paraphrased using different configurations of the tools SpinBot and SpinnerChief and show that the automated classification alleviates shortcomings of widely-used text-matching systems, such as Turnitin and PlagScan.
Working in the open, interacting with the community & building projects that are accessible to everyone fill me with joy.
The official implementation of the iConference'22 paper "Identifying Machine-Paraphrased Plagiarism".
The main controller for services in the cs-insights project through docker-compose.