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Paper · arXiv

Who's Behind It? Annotating and Extracting Conspiratorial Actors from German Telegram Posts

Conspiracy theories commonly attribute important events to the actions of powerful and secretive actors. While computational research has largely focused on document-level analyses of conspiracy theories, less attention has been paid to identifying the actors that drive such narratives. We develop annotation guidelines for conspiratorial actors, present a span-annotated corpus of German Telegram posts, and investigate their automatic extraction using transformer-based models. We further apply the resulting model to the \textit{Schwurbelarchiv}, a large-scale archive of German conspiracy-related Telegram channels. Our results demonstrate that conspiratorial actors can be annotated with mea...

AuthorsHelena Mihaljević, Jolanda Beer, Mareike Lisker et al.
Primary categorycs.CL
Published6 July 2026
Last updated at source21 September 2026
cs.CL
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