Debiased Multimodal Personality Understanding through Dual Causal Intervention

arXiv:2605.06371v1 Announce Type: new Abstract: Multimodalpersonalityunderstandingplaysacriticalroleinhuman centered artificial intelligence. Previous work mainly focus on learn-ing rich multimodal representations for video personality under standing. However, they often suffer from potential harm...