Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

This study demonstrates that the modern generation of Large Language Models (LLMs, such as GPT-4) suffers from the same out-of-domain (OOD) performance gap observed in prior resear…