MLLM-VADStory: Domain Knowledge-Driven Multimodal LLMs for Video Ad Storyline Insights

Jasmine Yang, Poppy Zhang, Shawndra Hill

We propose MLLM-VADStory, a novel domain knowledge-guided multimodal large language models (MLLM) framework to systematically quantify and generate insights for video ad storyline…