@article{mavenamultistageagenticannotationpipelin, title = {MAVEN: A Multi-stage Agentic Annotation Pipeline for Video Reasoning Tasks}, author = {Han Zhang and Wanting Jiang and Tomasz Kornuta and Tian Zheng and Vidya Murali}, year = {2026}, eprint = {2605.21917}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.21917}, }