@proceedings{l2m2-ws-2025-1,
    title = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.0/",
    doi = "10.18653/v1/2025.l2m2-1.0",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{khodja-etal-2025-factual,
    title = "Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations",
    author = "Khodja, Hichem Ammar  and
      Bechet, Frederic  and
      Brabant, Quentin  and
      Nasr, Alexis  and
      Lecorv{\'e}, Gw{\'e}nol{\'e}",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.1/",
    doi = "10.18653/v1/2025.l2m2-1.1",
    pages = "1--22",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{arnold-2025-memorization,
    title = "Memorization in Language Models through the Lens of Intrinsic Dimension",
    author = "Arnold, Stefan",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.2/",
    doi = "10.18653/v1/2025.l2m2-1.2",
    pages = "23--28",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{christoph-etal-2025-data,
    title = "From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts",
    author = "Christoph, Daniel  and
      Ploner, Max  and
      Haller, Patrick  and
      Akbik, Alan",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.3/",
    doi = "10.18653/v1/2025.l2m2-1.3",
    pages = "29--46",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{pohl-etal-2025-towards,
    title = "Towards a Principled Evaluation of Knowledge Editors",
    author = "Pohl, Sebastian  and
      Ploner, Max  and
      Akbik, Alan",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.4/",
    doi = "10.18653/v1/2025.l2m2-1.4",
    pages = "47--60",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{magister-etal-2025-way,
    title = "On the Way to {LLM} Personalization: Learning to Remember User Conversations",
    author = "Magister, Lucie Charlotte  and
      Metcalf, Katherine  and
      Zhang, Yizhe  and
      Ter Hoeve, Maartje",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.5/",
    doi = "10.18653/v1/2025.l2m2-1.5",
    pages = "61--77",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{singh-2025-teacher,
    title = "From Teacher to Student: Tracking Memorization Through Model Distillation",
    author = "Singh, Simardeep",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.6/",
    doi = "10.18653/v1/2025.l2m2-1.6",
    pages = "78--82",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{lasy-etal-2025-understanding,
    title = "Understanding Verbatim Memorization in {LLM}s Through Circuit Discovery",
    author = "Lasy, Ilya  and
      Knees, Peter  and
      Woltran, Stefan",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.7/",
    doi = "10.18653/v1/2025.l2m2-1.7",
    pages = "83--94",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{takahashi-ishihara-2025-quantifying,
    title = "Quantifying Memorization in Continual Pre-training with {J}apanese General or Industry-Specific Corpora",
    author = "Takahashi, Hiromu  and
      Ishihara, Shotaro",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.8/",
    doi = "10.18653/v1/2025.l2m2-1.8",
    pages = "95--105",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{satvaty-etal-2025-memorization,
    title = "Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of {LLM}s in a Multilingual Setting",
    author = "Satvaty, Ali  and
      Visman, Anna  and
      Seidel, Daniel  and
      Verberne, Suzan  and
      Turkmen, Fatih",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.9/",
    doi = "10.18653/v1/2025.l2m2-1.9",
    pages = "106--126",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{carragher-etal-2025-quantifying,
    title = "Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models",
    author = "Carragher, Peter  and
      Jha, Abhinand  and
      R, Raghav  and
      Carley, Kathleen M.",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.10/",
    doi = "10.18653/v1/2025.l2m2-1.10",
    pages = "127--141",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{kosireddy-lucas-2025-empirical,
    title = "Empirical Evaluation of Loss Masking to Selectively Prevent Memorization",
    author = "Kosireddy, Tagore Rao  and
      Lucas, Evan",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.11/",
    doi = "10.18653/v1/2025.l2m2-1.11",
    pages = "142--149",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{wang-etal-2025-bring,
    title = "Bring Your Own Knowledge: A Survey of Methods for {LLM} Knowledge Expansion",
    author = {Wang, Mingyang  and
      Stoll, Alisa  and
      Lange, Lukas  and
      Adel, Heike  and
      Schuetze, Hinrich  and
      Str{\"o}tgen, Jannik},
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.12/",
    doi = "10.18653/v1/2025.l2m2-1.12",
    pages = "150--168",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{ma-etal-2025-memorization,
    title = "Memorization: A Close Look at Books",
    author = "Ma, Iris  and
      Domingo, Ian  and
      Krone-Martins, Alberto  and
      Baldi, Pierre  and
      Lopes, Cristina",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.13/",
    doi = "10.18653/v1/2025.l2m2-1.13",
    pages = "169--182",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{sastre-rosa-2025-memory,
    title = "Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings",
    author = "Sastre, Ignacio  and
      Ros{\'a}, Aiala",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.14/",
    doi = "10.18653/v1/2025.l2m2-1.14",
    pages = "183--189",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{cui-etal-2025-l2m2-robust,
    title = "Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge",
    author = "Cui, Xinyue  and
      Wei, Johnny  and
      Swayamdipta, Swabha  and
      Jia, Robin",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.15/",
    doi = "10.18653/v1/2025.l2m2-1.15",
    pages = "190--204",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{xu-etal-2025-better,
    title = "Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of {LLM}s on {U}.{S}. {S}upreme {C}ourt Cases",
    author = "Xu, Shanshan  and
      T.y.s.s, Santosh  and
      Elazar, Yanai  and
      Vogel, Quirin  and
      Plank, Barbara  and
      Grabmair, Matthias",
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.16/",
    doi = "10.18653/v1/2025.l2m2-1.16",
    pages = "205--226",
    ISBN = "979-8-89176-278-7"
}
@inproceedings{changalidis-harma-2025-capacity,
    title = "Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World Data",
    author = {Changalidis, Anton  and
      H{\"a}rm{\"a}, Aki},
    editor = "Jia, Robin  and
      Wallace, Eric  and
      Huang, Yangsibo  and
      Pimentel, Tiago  and
      Maini, Pratyush  and
      Dankers, Verna  and
      Wei, Johnny  and
      Lesci, Pietro",
    booktitle = "Proceedings of the First Workshop on Large Language Model Memorization (L2M2)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.l2m2-1.17/",
    doi = "10.18653/v1/2025.l2m2-1.17",
    pages = "227--238",
    ISBN = "979-8-89176-278-7"
}