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This study explores how context influences deception detection, highlighting the variability of cues across different interaction settings. It identifies a research gap in cross-domain generalisation, focusing on three domains: Human-Robot Interaction (HRI), BagsOfLies, and RealLife. The paper discusses how progressive transfer can enhance generalisation by aligning shared features and selecting the most predictive ones. Results indicate significant accuracy improvements, with within-domain...