@proceedings{magmar-ws-2025-1,
    title = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.0/",
    doi = "10.18653/v1/2025.magmar-1.0",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{kangur-etal-2025-multireflect,
    title = "{M}ulti{R}eflect: Multimodal Self-Reflective {RAG}-based Automated Fact-Checking",
    author = "Kangur, Uku  and
      Agrawal, Krish  and
      Singh, Yashashvi  and
      Sabir, Ahmed  and
      Sharma, Rajesh",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.1/",
    doi = "10.18653/v1/2025.magmar-1.1",
    pages = "1--17",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{schneider-etal-2025-collex,
    title = "{C}oll{EX} {--} A Multimodal Agentic {RAG} System Enabling Interactive Exploration of Scientific Collections",
    author = "Schneider, Florian  and
      Baba Ahmadi, Narges  and
      Baba Ahmadi, Niloufar  and
      Vogel, Iris  and
      Semmann, Martin  and
      Biemann, Chris",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.2/",
    doi = "10.18653/v1/2025.magmar-1.2",
    pages = "18--39",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{rackauckas-hirschberg-2025-voxrag,
    title = "{V}ox{RAG}: A Step Toward Transcription-Free {RAG} Systems in Spoken Question Answering",
    author = "Rackauckas, Zackary  and
      Hirschberg, Julia",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.3/",
    doi = "10.18653/v1/2025.magmar-1.3",
    pages = "40--46",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{you-etal-2025-cross,
    title = "Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning",
    author = "You, Jingyi  and
      Sasaki, Hiroshi  and
      Kadowaki, Kazuma",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.4/",
    doi = "10.18653/v1/2025.magmar-1.4",
    pages = "47--58",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{drushchak-etal-2025-multimodal,
    title = "Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities",
    author = "Drushchak, Nazarii  and
      Polyakovska, Nataliya  and
      Bautina, Maryna  and
      Semenchenko, Taras  and
      Koscielecki, Jakub  and
      Sykala, Wojciech  and
      Wegrzynowski, Michal",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.5/",
    doi = "10.18653/v1/2025.magmar-1.5",
    pages = "59--64",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{manevich-tsarfaty-2025-making,
    title = "Making {LVLM}s Look Twice: Contrastive Decoding with Contrast Images",
    author = "Manevich, Avshalom  and
      Tsarfaty, Reut",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.6/",
    doi = "10.18653/v1/2025.magmar-1.6",
    pages = "65--78",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{liu-yu-2025-mt2st,
    title = "{MT}2{ST}: Adaptive Multi-Task to Single-Task Learning",
    author = "Liu, Dong  and
      Yu, Yanxuan",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.8/",
    doi = "10.18653/v1/2025.magmar-1.8",
    pages = "79--89",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{li-ke-2025-cross,
    title = "Cross-Modal Augmentation for Low-Resource Language Understanding and Generation",
    author = "Li, Zichao  and
      Ke, Zong",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.9/",
    doi = "10.18653/v1/2025.magmar-1.9",
    pages = "90--99",
    ISBN = "979-8-89176-280-0"
}
@inproceedings{degenaro-etal-2025-fortify,
    title = "{FORTIFY}: Generative Model Fine-tuning with {ORPO} for {R}e{T}rieval Expansion of {I}n{F}ormal {N}ois{Y} Text",
    author = "DeGenaro, Dan  and
      Yang, Eugene  and
      Etter, David  and
      Carpenter, Cameron  and
      Sanders, Kate  and
      Martin, Alexander  and
      Murray, Kenton  and
      Kriz, Reno",
    editor = "Kriz, Reno  and
      Murray, Kenton",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.magmar-1.13/",
    doi = "10.18653/v1/2025.magmar-1.13",
    pages = "100--115",
    ISBN = "979-8-89176-280-0"
}