作者位次 #2/7SIGIR 2026Oral· Information Retrieval (Full)
Debiased Multimodal Personality Understanding through Dual Causal Intervention
Yangfu Zhu · Zitong Han · Nianwen Ning · Yuting Wei · Yuandong Wang · Feng Hang · Zhenzhou Shao
摘要
\begin{abstract}Multimodal personality understanding plays a critical role in human-centered artificial intelligence. Previous work mainly focus on learning rich multimodal representations for video personality understanding. However, they often suffer from potential harm caused by subject bias (...