Preprint Open access
Using LLMs to Detect LLM-Generated Texts: A Cross-Generation Analysis
Automated detection of LLM-generated texts (LGTs) is critical, yet dedicated detectors often struggle to generalize across domains and models. While general-purpose LLMs offer flexible zero-shot authorship classification with explanatory rationale, their detection behavior, especially regarding self-detection versus cr …