@inproceedings{chakraborty-etal-2026-marquis, title = "{MARQUIS}: A Three-Stage Pipeline for Video Retrieval-Augmented Generation", author = "Chakraborty, Debashish and Zhang, Dengjia and Jin, Jialiang and Guerrerio, Katherine M. and Liu, Hanting and Qin, Hanxiang and Skow, Tyler and Martin, Alexander and Kriz, Reno and Van Durme, Benjamin", editor = "Murray, Kenton and Kriz, Reno", booktitle = "Proceedings of the 2nd Workshop on Multimodal Augmented Generation via Multimodal Retrieval ({MAGM}a{R} 2026)", month = jul, year = "2026", address = "San Diego, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.magmar-main.13/", pages = "92--119", ISBN = "979-8-89176-425-5" }