What Do LLMs Know about Deception in Text?

At ICS-FORTH, we explore what LLMs know regarding the task of verbal deception detection. We evaluate the performance of two well-known LLMs and compare them with a fine-tuned BERT-based model. Finally, we explore whether the LLMs are aware of culture-specific linguistic deception detection cues.