@article{ifinderstructuredzeroshotvisionbasedllmg, title = {iFinder: Structured Zero-Shot Vision-Based LLM Grounding for Dash-Cam Video Reasoning}, author = {Manyi Yao and Bingbing Zhuang and Sparsh Garg and Amit Roy-Chowdhury and Christian Shelton and Manmohan Chandraker and Abhishek Aich}, year = {2025}, eprint = {2509.19552}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.19552}, }