@proceedings{unlp-2026-1,
    title = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    editor = "Romanyshyn, Mariana",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.0/",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{shpigunov-2026-improving,
    title = "Improving Domain-Specific Translation from {E}nglish into {U}krainian with Retrieval-Augmented Generation",
    author = "Shpigunov, Anton",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.1/",
    pages = "1--11",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{kyslyi-etal-2026-uareviews,
    title = "{UAR}eviews: A Multi-Task {U}krainian Dataset for Emotion and Intent Classification",
    author = "Kyslyi, Roman  and
      Pysmennyi, Ihor  and
      Mykhailov, Denys",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.2/",
    pages = "12--23",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{korotenko-kyslyi-2026-two,
    title = "A Two-Axis Framework for Analyzing {U}krainian Dialogues",
    author = "Korotenko, Artem  and
      Kyslyi, Roman",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.3/",
    pages = "24--32",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{lavreniuk-etal-2026-entropy,
    title = "Entropy of {U}krainian",
    author = "Lavreniuk, Anton  and
      Mudryi, Mykyta  and
      Chaklosh, Markiian",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.4/",
    pages = "33--40",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{petruniv-etal-2026-simidioms,
    title = "{S}im{I}dioms: A Corpus and Benchmark for {U}krainian Idiom Translation",
    author = "Petruniv, Yaryna  and
      Makogon, Iuliia  and
      Kyslyi, Roman",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.5/",
    pages = "41--52",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{sobetskyi-etal-2026-ukrsl,
    title = "{U}kr{SL}: Towards a {U}krainian Continuous Sign Language Dataset",
    author = "Sobetskyi, Oleksandr  and
      Kosse, Maryna  and
      Kyslyi, Roman  and
      Savchenko, Angelina",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.6/",
    pages = "53--57",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{chaplynskyi-dydyk-meush-2026-digitizing,
    title = "Digitizing Old {U}krainian Texts: A Prompt-Based {OCR} Pipeline and Evaluation Dataset",
    author = "Chaplynskyi, Dmytro  and
      Dydyk-Meush, Hanna",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.7/",
    pages = "58--66",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{chaplynskyi-etal-2026-semantic,
    title = "Semantic Fidelity Versus Literary Quality: A Construct Validity Study of Neural Machine Translation Metrics",
    author = "Chaplynskyi, Dmytro  and
      Kulynych, Ivan  and
      Shvedova, Maria  and
      Ivashkevych, Lesia",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.8/",
    pages = "67--79",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{vistak-etal-2026-graph,
    title = "Graph-Based Detection of Disinformation Narrative Diffusion between {R}ussian and {U}krainian Telegram Channels",
    author = "Vistak, Yuliia  and
      Makovska, Viktoriia  and
      Schmitt, Vera  and
      Solopova, Veronika",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.9/",
    pages = "80--96",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{chaplynskyi-etal-2026-professional,
    title = "Professional Translators Versus Quality Estimation Models: Reliability and Agreement in {E}nglish-{U}krainian Translation Evaluation",
    author = "Chaplynskyi, Dmytro  and
      Zakharov, Kyrylo  and
      Ivashkevych, Lesia",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.10/",
    pages = "97--107",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{khandoga-etal-2026-belief,
    title = "Belief Propagation in {LLM} World Models: Measuring Strategic Information Bias with Prediction Markets",
    author = "Khandoga, Mykola  and
      Kostiuk, Yevhen  and
      Polishko, Anton  and
      Filipchuk, Yurii  and
      Kozlov, Kostiantyn  and
      Zamriy, Dmytro  and
      Kiulian, Artur",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.11/",
    pages = "108--120",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{galeshchuk-etal-2026-toward,
    title = "Toward a Gold-Standard Benchmark for Evaluating {U}krainian Language Proficiency in {LLM}s",
    author = "Galeshchuk, Svitlana  and
      Maksymiuk, Yuliia  and
      Chernobrov, Yuliia  and
      Stankevych, Nina  and
      Antoniv, Oleksandra  and
      Faryna, Nataliia  and
      Popkova, Oksana",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.12/",
    pages = "121--135",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{karpo-chernodub-2026-far,
    title = "How Far Can Prompting Go for Minimal-Edit {U}krainian Grammatical Error Correction?",
    author = "Karpo, Kateryna  and
      Chernodub, Artem",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.13/",
    pages = "136--154",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{paniv-etal-2026-data,
    title = "Data-Efficient Adaptation of Multilingual {LLM}s to {U}krainian",
    author = "Paniv, Yurii  and
      Didenko, Bohdan  and
      Haltiuk, Mykola  and
      Humennyy, Vladyslav  and
      Kravchenko, Andrian  and
      Kyslyi, Roman  and
      Makovska, Viktoriia  and
      Orlovskyi, Artem  and
      Ruban, Bohdan  and
      Rudko, Maksym-Yurii  and
      Senyk, Anastasiia  and
      Drushchak, Nazarii  and
      Chaplynskyi, Dmytro  and
      Romanyshyn, Mariana",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.14/",
    pages = "155--168",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{syvokon-2026-dictionary,
    title = "Dictionary-Based Speculative Decoding for Non-{L}atin-Script Languages",
    author = "Syvokon, Oleksiy",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.15/",
    pages = "169--183",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{orlovskyi-etal-2026-scaling,
    title = "Scaling {ASR} for Hutsul Dialect: Multi-Speaker Data Collection, Enhanced Transcription and Cross-Speaker Evaluation",
    author = "Orlovskyi, Artem  and
      Guzii, Zakhar  and
      Onyshchenko, Bohdan  and
      Kyslyi, Roman  and
      Khomenko, Pavlo",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.16/",
    pages = "184--198",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{fesenko-etal-2026-mining,
    title = "Mining Native {U}krainian Paraphrases: A Multi-Source Comparison",
    author = "Fesenko, Vladyslav  and
      Dydyk-Meush, Hanna  and
      Mudryi, Volodymyr",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.17/",
    pages = "199--208",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{kanishcheva-kopotev-2026-automated,
    title = "Automated {CEFR}-Level Assignment for {U}krainian Texts",
    author = "Kanishcheva, Olha  and
      Kopotev, Mikhail",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.18/",
    pages = "209--222",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{trokhymovych-etal-2026-end,
    title = "An End-to-End {U}krainian {RAG} for Local Deployment. Optimized Hybrid Search and Lightweight Generation",
    author = "Trokhymovych, Mykola  and
      Oliinyk, Yana  and
      Nyzhnyk, Nazarii",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.19/",
    pages = "223--229",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{bazdyrev-etal-2026-qwen,
    title = "Qwen Goes Brrr: Off-the-Shelf {RAG} for {U}krainian Multi-Domain Document Understanding",
    author = "Bazdyrev, Anton  and
      Kharytonov, Oleksandr  and
      Khodakovskyi, Artur  and
      Havlytskyi, Ivan  and
      Bashtovyi, Ivan",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.20/",
    pages = "230--239",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{nosenko-kilko-2026-rag,
    title = "{RAG} Pipeline Strategies for {U}krainian Multi-Domain Document Understanding Task",
    author = "Nosenko, Mykola  and
      Kilko, Pavlo",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.21/",
    pages = "240--248",
    ISBN = "979-8-89176-359-3"
}
@inproceedings{sydorskyi-etal-2026-unlp,
    title = "The {UNLP} 2026 Shared Task on Multi-Domain Document Understanding",
    author = "Sydorskyi, Volodymyr  and
      Romanyshyn, Nataliia  and
      Kyslyi, Roman  and
      Nahorna, Olena",
    editor = "Romanyshyn, Mariana",
    booktitle = "Proceedings of the Fifth {U}krainian Natural Language Processing Conference ({UNLP} 2026)",
    month = may,
    year = "2026",
    address = "Lviv, Ukraine",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.unlp-1.22/",
    pages = "249--259",
    ISBN = "979-8-89176-359-3"
}