@article{mllmvadstorydomainknowledgedrivenmultimo,
  title = {MLLM-VADStory: Domain Knowledge-Driven Multimodal LLMs for Video Ad Storyline Insights},
  author = {Jasmine Yang and Poppy Zhang and Shawndra Hill},
  year = {2026},
  eprint = {2601.07850},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.07850},
}