A Corpus of Persuasion Techniques in Slavic Languages

Jakub Piskorski, Dimitar Iliyanov Dimitrov, Marina Ernst, Jacek Haneczok, Michal Marcinczuk, Arkadiusz Modzelewski, Roman Yangarber


Abstract
We present a new corpus of persuasion techniques for Slavic languages. The corpus contains documents from parliamentary debates in Bulgarian and Polish, and from social media in Russian, annotated with persuasion techniques at text-span and sentence level. The techniques come from a taxonomy of 25 fine-grained persuasion techniques, grouped under six broader categories of rhetorical persuasion strategies. The corpus contains approximately 7500 text spans annotated with persuasion techniques, from 222 documents that cover hotly debated topics at both international and national level. We describe the process of corpus creation, provide related statistics, elaborate on topic and persuasion technique correlations. We provide baseline models and benchmark results for detection and classification of persuasion techniques at the text-span level and sentence level, which use classic ML-based and generative AI-based models.
Anthology ID:
2026.lrec-main.289
Volume:
Proceedings of the Fifteenth Language Resources and Evaluation Conference
Month:
May
Year:
2026
Address:
Palma de Mallorca, Spain
Editors:
Stelios Piperidis, Núria Bel, Henk van den Heuvel, Nancy Ide, Simon Krek, Antonio Toral
Venue:
LREC
SIG:
Publisher:
ELRA Language Resource Association
Note:
Pages:
3599–3616
Language:
URL:
https://preview.aclanthology.org/ingest-lrec/2026.lrec-main.289/
DOI:
Bibkey:
Cite (ACL):
Jakub Piskorski, Dimitar Iliyanov Dimitrov, Marina Ernst, Jacek Haneczok, Michal Marcinczuk, Arkadiusz Modzelewski, and Roman Yangarber. 2026. A Corpus of Persuasion Techniques in Slavic Languages. International Conference on Language Resources and Evaluation, main:3599–3616.
Cite (Informal):
A Corpus of Persuasion Techniques in Slavic Languages (Piskorski et al., LREC 2026)
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PDF:
https://preview.aclanthology.org/ingest-lrec/2026.lrec-main.289.pdf