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Wei-Shi Zheng

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#artificial intelligence Review Nov 2026

THG-Omni: Traceable Human-Centric Graph Supervision for Video Reasoning

Omni-modal models can answer questions about video, but their predictions rarely show which participant, event, or interval supports an answer. Moreover, answer-level supervision alone does not teach a model to interpret structured video evidence. To systematically mitigate this issue, we present THG-Omni, a human-cent...

Ji-Sheng Dang, Kai-Kai Wei, Ronghao Lin et al. · 0 citations

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