Tortured phrases: Degrading the flag to clamor proportion
Guillaume Cabanac, Cyril Labbé & Alexander Magazinov, "'Bosom peril' is not 'breast cancer': How weird computer-generated phrases help researchers find scientific publishing fraud", Bulletin of the Atomic Scientists, 1/13/2022:
In 2020, despite the COVID pandemic, scientists authored 6 million peer-reviewed publications, a 10 percent increase compared to 2019. At first glance this big number seems like a good thing, a positive indicator of science advancing and knowledge spreading. Among these millions of papers, however, are thousands of fabricated articles, many from academics who feel compelled by a publish-or-perish mentality to produce, even if it means cheating. […]
We have been able to spot fraudulent research thanks in large part to one key tell that an article has been artificially manipulated: The nonsensical “tortured phrases” that fraudsters use in place of standard terms to avoid anti-plagiarism software. Our computer system, which we named the Problematic Paper Screener, searches through published science and seeks out tortured phrases in order to find suspect work. While this method works, as AI technology improves, spotting these fakes will likely become harder, raising the risk that more fake science makes it into journals.
As of January 2022, we’ve found tortured phrases in 3,191 peer-reviewed articles published (and counting), including in reputable flagship publications.
See also (by the same authors) "Tortured phrases: A dubious writing style emerging in science. Evidence of critical issues affecting established journals", arXiv.org 7/12/2021.
Read the rest of this entry »


