@proceedings{unlp-ws-2025-1,
    title = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    editor = "Romanyshyn, Mariana",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.0/",
    doi = "10.18653/v1/2025.unlp-1.0",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{kiulian-etal-2025-english,
    title = "From {E}nglish-Centric to Effective Bilingual: {LLM}s with Custom Tokenizers for Underrepresented Languages",
    author = "Kiulian, Artur  and
      Polishko, Anton  and
      Khandoga, Mykola  and
      Kostiuk, Yevhen  and
      Gabrielli, Guillermo  and
      Gaga{\l}a, {\L}ukasz  and
      Zaraket, Fadi  and
      Abu Obaida, Qusai  and
      Garud, Hrishikesh  and
      Wing Yee Mak, Wendy  and
      Chaplynskyi, Dmytro  and
      Amor, Selma  and
      Peradze, Grigol",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.1/",
    doi = "10.18653/v1/2025.unlp-1.1",
    pages = "1--13",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{paniv-etal-2025-benchmarking,
    title = "Benchmarking Multimodal Models for {U}krainian Language Understanding Across Academic and Cultural Domains",
    author = "Paniv, Yurii  and
      Kiulian, Artur  and
      Chaplynskyi, Dmytro  and
      Khandoga, Mykola  and
      Polishko, Anton  and
      Bas, Tetiana  and
      Gabrielli, Guillermo",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.2/",
    doi = "10.18653/v1/2025.unlp-1.2",
    pages = "14--26",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{radchenko-drushchak-2025-improving,
    title = "Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A {U}krainian Case Study",
    author = "Radchenko, Vladyslav  and
      Drushchak, Nazarii",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.3/",
    doi = "10.18653/v1/2025.unlp-1.3",
    pages = "27--35",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{kravchenko-etal-2025-ualign,
    title = "{UA}lign: {LLM} Alignment Benchmark for the {U}krainian Language",
    author = "Kravchenko, Andrian  and
      Paniv, Yurii  and
      Drushchak, Nazarii",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.4/",
    doi = "10.18653/v1/2025.unlp-1.4",
    pages = "36--44",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{melnychuk-2025-comparing,
    title = "Comparing Methods for Multi-Label Classification of Manipulation Techniques in {U}krainian Telegram Content",
    author = "Melnychuk, Oleh",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.5/",
    doi = "10.18653/v1/2025.unlp-1.5",
    pages = "45--48",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{khandoga-etal-2025-framing,
    title = "Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection",
    author = "Khandoga, Mykola  and
      Kostiuk, Yevhen  and
      Polishko, Anton  and
      Kozlov, Kostiantyn  and
      Filipchuk, Yurii  and
      Kiulian, Artur",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.6/",
    doi = "10.18653/v1/2025.unlp-1.6",
    pages = "49--54",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{shvedova-etal-2025-developing,
    title = "Developing a {U}niversal {D}ependencies Treebank for {U}krainian Parliamentary Speech",
    author = "Shvedova, Maria  and
      Lukashevskyi, Arsenii  and
      Rysin, Andriy",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.7/",
    doi = "10.18653/v1/2025.unlp-1.7",
    pages = "55--63",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{buleshnyi-etal-2025-gbem,
    title = "{GBEM}-{UA}: Gender Bias Evaluation and Mitigation for {U}krainian Large Language Models",
    author = "Buleshnyi, Mykhailo  and
      Buleshnyi, Maksym  and
      Sumyk, Marta  and
      Drushchak, Nazarii",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.8/",
    doi = "10.18653/v1/2025.unlp-1.8",
    pages = "64--72",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{chaplynskyi-zakharov-2025-framework,
    title = "A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment",
    author = "Chaplynskyi, Dmytro  and
      Zakharov, Kyrylo",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.9/",
    doi = "10.18653/v1/2025.unlp-1.9",
    pages = "73--85",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{kyslyi-etal-2025-vuyko,
    title = "Vuyko Mistral: Adapting {LLM}s for Low-Resource Dialectal Translation",
    author = "Kyslyi, Roman  and
      Maksymiuk, Yuliia  and
      Pysmennyi, Ihor",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.10/",
    doi = "10.18653/v1/2025.unlp-1.10",
    pages = "86--95",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{senyk-etal-2025-context,
    title = "Context-Aware Lexical Stress Prediction and Phonemization for {U}krainian {TTS} Systems",
    author = "Senyk, Anastasiia  and
      Lukianchuk, Mykhailo  and
      Robeiko, Valentyna  and
      Paniv, Yurii",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.11/",
    doi = "10.18653/v1/2025.unlp-1.11",
    pages = "96--104",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{kyslyi-etal-2025-unlp,
    title = "The {UNLP} 2025 Shared Task on Detecting Social Media Manipulation",
    author = "Kyslyi, Roman  and
      Romanyshyn, Nataliia  and
      Sydorskyi, Volodymyr",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.12/",
    doi = "10.18653/v1/2025.unlp-1.12",
    pages = "105--111",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{bazdyrev-etal-2025-transforming,
    title = "Transforming Causal {LLM} into {MLM} Encoder for Detecting Social Media Manipulation in Telegram",
    author = "Bazdyrev, Anton  and
      Bashtovyi, Ivan  and
      Havlytskyi, Ivan  and
      Kharytonov, Oleksandr  and
      Khodakovskyi, Artur",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.13/",
    doi = "10.18653/v1/2025.unlp-1.13",
    pages = "112--119",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{haltiuk-smywinski-pohl-2025-path,
    title = "On the Path to Make {U}krainian a High-Resource Language",
    author = "Haltiuk, Mykola  and
      Smywi{\'n}ski-Pohl, Aleksander",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.14/",
    doi = "10.18653/v1/2025.unlp-1.14",
    pages = "120--130",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{mudryi-ignatenko-2025-precision,
    title = "Precision vs. Perturbation: Robustness Analysis of Synonym Attacks in {U}krainian {NLP}",
    author = "Mudryi, Volodymyr  and
      Ignatenko, Oleksii",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.15/",
    doi = "10.18653/v1/2025.unlp-1.15",
    pages = "131--146",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{nahurna-romanyshyn-2025-gender,
    title = "Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for {U}krainian Language Processing",
    author = "Nahurna, Olha  and
      Romanyshyn, Mariana",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.16/",
    doi = "10.18653/v1/2025.unlp-1.16",
    pages = "147--161",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{kovalchuk-etal-2025-introducing,
    title = "Introducing {O}mni{GEC}: A Silver Multilingual Dataset for Grammatical Error Correction",
    author = "Kovalchuk, Roman  and
      Romanyshyn, Mariana  and
      Ivaniuk, Petro",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.17/",
    doi = "10.18653/v1/2025.unlp-1.17",
    pages = "162--178",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{shynkarov-etal-2025-improving,
    title = "Improving Sentiment Analysis for {U}krainian Social Media Code-Switching Data",
    author = "Shynkarov, Yurii  and
      Solopova, Veronika  and
      Schmitt, Vera",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.18/",
    doi = "10.18653/v1/2025.unlp-1.18",
    pages = "179--193",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{akhynko-etal-2025-hidden,
    title = "Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 {R}ussian Invasion of {U}kraine",
    author = "Akhynko, Kateryna  and
      Kosovan, Oleksandr  and
      Trokhymovych, Mykola",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.19/",
    doi = "10.18653/v1/2025.unlp-1.19",
    pages = "194--202",
    ISBN = "979-8-89176-269-5"
}
@inproceedings{rahman-rahman-2025-detecting,
    title = "Detecting Manipulation in {U}krainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification",
    author = "Rahman, Md. Abdur  and
      Rahman, Md Ashiqur",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria (online)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.unlp-1.20/",
    doi = "10.18653/v1/2025.unlp-1.20",
    pages = "203--213",
    ISBN = "979-8-89176-269-5"
}