@article{min-etal-2025-rethinking,
    title = "Rethinking Data Use in Large Language Models",
    author = "Min, Sewon  and
      Hajishirzi, Hannaneh  and
      Zettlemoyer, Luke",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.1/",
    doi = "10.1162/coli.a.573",
    pages = "1033--1118"
}
@article{cognetta-okazaki-2025-tokenization,
    title = "Tokenization as Finite-State Transduction",
    author = "Cognetta, Marco  and
      Okazaki, Naoaki",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.2/",
    doi = "10.1162/coli.a.23",
    pages = "1119--1149"
}
@article{faustini-etal-2025-idt,
    title = "{IDT}: Dual-Task Adversarial Rewriting for Attribute Anonymization",
    author = "Faustini, Pedro  and
      Tonni, Shakila Mahjabin  and
      McIver, Annabelle  and
      Xu, Qiongkai  and
      Dras, Mark",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.3/",
    doi = "10.1162/coli.a.17",
    pages = "1151--1189"
}
@article{moscoso-del-prado-martin-2025-measuring,
    title = "Measuring Grammatical Diversity from Small Corpora: Derivational Entropy Rates, Mean Length of Utterances, and Annotation Invariance",
    author = "Moscoso del Prado Mart{\'i}n, Ferm{\'i}n",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.4/",
    doi = "10.1162/coli.a.15",
    pages = "1191--1233"
}
@article{schindler-etal-2025-lgde,
    title = "{LGDE}: Local Graph-based Dictionary Expansion",
    author = "Schindler, Juni  and
      Jha, Sneha  and
      Zhang, Xixuan  and
      Buehling, Kilian  and
      Heft, Annett  and
      Barahona, Mauricio",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.5/",
    doi = "10.1162/coli_a_00562",
    pages = "1235--1266"
}
@article{suijkerbuijk-etal-2025-blimp,
    title = "{BL}i{MP}-{NL}: A Corpus of {D}utch Minimal Pairs and Acceptability Judgments for Language Model Evaluation",
    author = {Suijkerbuijk, Michelle  and
      Prins, Zo{\"e}  and
      Kloots, Marianne de Heer  and
      Zuidema, Willem  and
      Frank, Stefan L.},
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.6/",
    doi = "10.1162/coli_a_00559",
    pages = "1267--1301"
}
@article{castro-etal-2025-novel,
    title = "A Novel Methodology for Enhancing Cross-language and Domain Adaptability in Temporal Expression Normalization",
    author = "de Castro, Alejandro S{\'a}nchez  and
      Araujo, Lourdes  and
      Martinez-Romo, Juan",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.7/",
    doi = "10.1162/coli.a.12",
    pages = "1303--1335"
}
@article{dutta-etal-2025-problem,
    title = "Problem Solving Through Human{--}{AI} Preference-based Cooperation",
    author = {Dutta, Subhabrata  and
      Kaufmann, Timo  and
      Glava{\v{s}}, Goran  and
      Habernal, Ivan  and
      Kersting, Kristian  and
      Kreuter, Frauke  and
      Mezini, Mira  and
      Gurevych, Iryna  and
      H{\"u}llermeier, Eyke  and
      Sch{\"u}tze, Hinrich},
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.8/",
    doi = "10.1162/coli.a.19",
    pages = "1337--1372"
}
@article{zhang-etal-2025-sirens,
    title = "🧜{S}iren{'}s Song in the {AI} Ocean: A Survey on Hallucination in Large Language Models",
    author = "Zhang, Yue  and
      Li, Yafu  and
      Cui, Leyang  and
      Cai, Deng  and
      Liu, Lemao  and
      Fu, Tingchen  and
      Huang, Xinting  and
      Zhao, Enbo  and
      Zhang, Yu  and
      Chen, Yulong  and
      Wang, Longyue  and
      Luu, Anh Tuan  and
      Bi, Wei  and
      Shi, Freda  and
      Shi, Shuming",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.9/",
    doi = "10.1162/coli.a.16",
    pages = "1373--1418"
}
@article{reiter-2025-evaluate,
    title = "We Should Evaluate Real-World Impact",
    author = "Reiter, Ehud",
    journal = "Computational Linguistics",
    volume = "51",
    number = "4",
    month = dec,
    year = "2025",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/dashboard-stats/2025.cl-4.10/",
    doi = "10.1162/coli.a.18",
    pages = "1419--1431"
}