@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"
}