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Information × Registration Number 2124U004701, Article popup.category Препринт Title popup.author Malyk Stefan-Yurii popup.publication 01-01-2024 popup.source_user Український католицький університет popup.source https://hdl.handle.net/20.500.14570/4847 popup.publisher Description Nowadays, informational war is becoming one of the crucial parts of any conflict. With the rise of the popularity of applications that do not feature censorship, such as Telegram, the capabilities for the propaganda reach increase. Russian regime uses its net of Telegram Channels to spread misinformation and pro-kremlin narratives to influence Ukrainins’ morale and decision making. In this work, we leverage LLMs to address the problem of automatic propaganda detection in Telegram Channels. We focus on the binary text classification task. Additionally, we release a dataset that features 0.8M messages. popup.nrat_date 2025-05-09 Close