@inproceedings{martin-etal-2026-findings,
    title = "Findings of the {MAGM}a{R} 2026 Shared Task",
    author = "Martin, Alexander  and
      Zhang, Dengjia  and
      Brogan, Joel  and
      Ferraro, Francis  and
      Gwinnup, Jeremy  and
      Kriz, Reno  and
      Long, Teng  and
      Murray, Kenton  and
      Yates, Andrew  and
      Xiang, Xiang",
    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.16/",
    pages = "144--150",
    ISBN = "979-8-89176-425-5",
    abstract = "This overview paper presents the results of the shared task for the second workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR). In this shared task participants submitted systems focused on either (i) video retrieval or (ii) grounded generation of articles given retrieved videos. Teams could submit to either task. For the retrieval task, we had 2 participating teams that submitted a total of 17 systems {--} all of which beat a baseline derived from the winner of last years shared task. On the generation side, we had 4 teams submit 16 systems. All teams had at least one generated report that was labeled the best by a human annotator."
}