Multimodal understanding of human values in videos: A benchmark dataset and PLM-based method

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Yuchen Wang, Zhulin Tao, He Chang, Nanxin Huang, Libiao Jin, Xiaofang Luo

Published: 2025, Last Modified: 07 Jan 2026Neurocomputing 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We are the first to try to incorporate human values in video understanding.•We present a new multimodal human values video dataset called VVALUES.•We develop a PLM-based multimodal value recognition method, MMVR.