LLMs show large out-of-domain drops in few-shot genre classification and generated-text detection, and detailed prompt instructions that forbid topical cues narrow the gap by up to 20 points.
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Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection
LLMs show large out-of-domain drops in few-shot genre classification and generated-text detection, and detailed prompt instructions that forbid topical cues narrow the gap by up to 20 points.