@proceedings{magmar-2026-main,
    title = "Proceedings of the 2nd Workshop on Multimodal Augmented Generation via Multimodal Retrieval ({MAGM}a{R} 2026)",
    editor = "Murray, Kenton  and
      Kriz, Reno",
    month = jul,
    year = "2026",
    address = "San Diego, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.magmar-main.0/",
    ISBN = "979-8-89176-425-5"
}
@inproceedings{catapang-2026-image,
    title = "When Image and Text Disagree: Cross-Modal Evidence Conflict in Multimodal Retrieval-Augmented Generation",
    author = "Catapang, Jasper Kyle",
    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.3/",
    pages = "1--10",
    ISBN = "979-8-89176-425-5"
}
@inproceedings{wei-etal-2026-mode,
    title = "{MODE}-{RAG}: Manifold Outlier Diagnosis and Energy-based Retrieval-Augmented Generation Evaluation",
    author = "Wei, Zehang  and
      Dai, JiaXin  and
      Yan, Jiamin  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.6/",
    pages = "11--26",
    ISBN = "979-8-89176-425-5"
}
@inproceedings{lukin-etal-2026-non,
    title = "Non-Event Oriented Video Assessments in Long-Form Robot Videos",
    author = "Lukin, Stephanie M.  and
      Pollard, Kimberly A.  and
      Bonial, Claire  and
      Hayes, Cory J.  and
      Artstein, Ron  and
      Georgila, Kallirroi  and
      Traum, David",
    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.8/",
    pages = "27--41",
    ISBN = "979-8-89176-425-5"
}
@inproceedings{li-etal-2026-less,
    title = "Less is More: Controlled Visual Evidence Routing and Redundancy Compression for Key Information Extraction",
    author = "Li, Yang  and
      Wang, Yajiao  and
      Hu, Wenhao  and
      Zhang, Mengting  and
      Zhang, Zhixiong",
    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.10/",
    pages = "42--53",
    ISBN = "979-8-89176-425-5"
}
@inproceedings{choi-etal-2026-kovidore,
    title = "{K}o{V}i{D}o{R}e: A Benchmark for {K}orean Visual Document Retrieval",
    author = "Choi, Yongbin  and
      Song, Yongwoo  and
      Sung, Mujeen",
    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.11/",
    pages = "54--80",
    ISBN = "979-8-89176-425-5"
}
@inproceedings{dai-etal-2026-decoupling,
    title = "Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation",
    author = "Dai, JiaXin  and
      Wei, Zehang  and
      Yan, Jiamin  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.12/",
    pages = "81--91",
    ISBN = "979-8-89176-425-5"
}
@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"
}
@inproceedings{yan-etal-2026-trace,
    title = "{TRACE}: Evidence Grounding-Guided Multi-Video Event Understanding and Claim Generation",
    author = "Yan, Pengyu  and
      Gorugantu, Akhil V S S  and
      Bhosale, Mahesh  and
      Wasi, Abdul  and
      Trivedi, Vishvesh  and
      Doermann, David",
    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.14/",
    pages = "120--129",
    ISBN = "979-8-89176-425-5"
}
@inproceedings{bhosale-etal-2026-craft,
    title = "{CRAFT}: Critic-Refined Adaptive Key-Frame Targeting for Multimodal Video Question Answering",
    author = "Bhosale, Mahesh  and
      Wasi, Abdul  and
      Trivedi, Vishvesh  and
      Yan, Pengyu  and
      Gorugantu, Akhil V S S  and
      Doermann, David",
    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.15/",
    pages = "130--143",
    ISBN = "979-8-89176-425-5"
}
@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"
}