@inproceedings{nasyrova-sorokin-2025-grammatical,
    title = "Grammatical Error Correction via Sequence Tagging for {R}ussian",
    author = "Nasyrova, Regina  and
      Sorokin, Alexey",
    editor = "Zhao, Jin  and
      Wang, Mingyang  and
      Liu, Zhu",
    booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/landing_page/2025.acl-srw.82/",
    pages = "1036--1050",
    ISBN = "979-8-89176-254-1",
    abstract = "We introduce a modified sequence tagging architecture, proposed in (Omelianchuk et al., 2020), for the Grammatical Error Correction of the Russian language. We propose language-specific operation set and preprocessing algorithm as well as a classification scheme which makes distinct predictions for insertions and other operations. The best versions of our models outperform previous approaches and set new SOTA on the two Russian GEC benchmarks {--} RU-Lang8 and GERA, while achieve competitive performance on RULEC-GEC."
}