@proceedings{bigpicture-2026-main,
    title = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.0/",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{tzachristas-tzachristas-2026-natural,
    title = "From Natural Language to Certified Geometry Proofs: A Survey of {LLM}-Augmented Verification and Neuro-Symbolic Theorem Proving",
    author = "Tzachristas, Ioannis  and
      Tzachristas, Georgios",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.1/",
    pages = "1--9",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{tzachristas-etal-2026-open,
    title = "Open Problems Solved by {LLM}s? A Survey of Verifiable Mathematical Discovery",
    author = "Tzachristas, Ioannis  and
      Tzachristas, Georgios  and
      Sui, Aifen",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.2/",
    pages = "10--21",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{hoblitzell-2026-beyond,
    title = "Beyond Hallucination: Reframing {LLM} Quality Assessment as Task-Output Alignment",
    author = "Hoblitzell, Andrew",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.3/",
    pages = "22--30",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{munker-etal-2026-challenging,
    title = "Challenging the Myth: A Research Arc on {LLM}s as Human Simulacra",
    author = {M{\"u}nker, Simon  and
      Rettinger, Achim  and
      Trilling, Damian},
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.4/",
    pages = "31--44",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{ki-2026-towards,
    title = "Towards Trustworthy {AI}-Mediated Communication Across Languages and Cultures",
    author = "Ki, Dayeon",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.5/",
    pages = "45--59",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{fichtl-etal-2026-challenging,
    title = "Challenging Quadratic Attention - A Holistic View On the Rise of Alternative Language Model Architectures",
    author = "Fichtl, Alexander M.  and
      Bohn, Jeremias  and
      Kelber, Josefin  and
      Mosca, Edoardo  and
      Groh, Georg",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.6/",
    pages = "60--81",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{philippy-etal-2026-low,
    title = "Why Low-Resource {NLP} Needs More Than Cross-Lingual Transfer: Lessons Learned from {L}uxembourgish",
    author = "Philippy, Fred  and
      Guo, Siwen  and
      Klein, Jacques  and
      Bissyand{\'e}, Tegawend{\'e} F.",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.7/",
    pages = "82--93",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{zaghouani-2026-building,
    title = "Building {A}rabic {NLP} from the Ground Up: Twenty Years of Lessons, Failures, and Open Problems",
    author = "Zaghouani, Wajdi",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.8/",
    pages = "94--106",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{schneider-anastasopoulos-2026-speaking,
    title = "Speaking of Language: Reflections on Metalanguage Research in {NLP}",
    author = "Schneider, Nathan  and
      Anastasopoulos, Antonios",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.9/",
    pages = "107--118",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{subramani-2026-harnessing,
    title = "Harnessing the Latent Space: From Steering Vectors to Model Calibrators for Control and Trust",
    author = "Subramani, Nishant",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.10/",
    pages = "119--130",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{chang-2026-language,
    title = "Language Models as Measurement Apparatus for Culture",
    author = "Chang, Kent K.",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.11/",
    pages = "131--143",
    ISBN = "979-8-89176-416-3"
}
@inproceedings{dankers-2026-memorisation,
    title = "Memorisation Meets Compositionality in Natural Language Processing",
    author = "Dankers, Verna",
    editor = "Elazar, Yanai  and
      Ettinger, Allyson  and
      Kassner, Nora  and
      Ruder, Sebastian",
    booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.12/",
    pages = "144--159",
    ISBN = "979-8-89176-416-3"
}