Machine-generated text detection prevents language model collapse

George Drayson, Emine Yilmaz, Vasileios Lampos

As Large Language Models (LLMs) become increasingly prevalent, their generated outputs are proliferating across the web, risking a future where machine-generated content dilutes hu…