Threat detection:
- SemEval-2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News
- Jakub Piskorski, Tarek Mahmoud, Nikolaos Nikolaidis, Ricardo Campos, Alípio Jorge, Dimitar Dimitrov, Purificação Silvano, Roman Yangarber, Shivam Sharma, Tanmoy Chakraborty, Nuno Guimarães, Elisa Sartori, Nicolas Stefanovitch, Zhuohan Xie, Preslav Nakov, Giovanni Da San Martino (2025)
- SemEval: 19th International Workshop on Semantic Evaluation, at 63rd ACL Conference (Vienna, Austria)
- NarratEX Dataset: Explaining the Dominant Narratives in News Texts
- Nuno Guimarães, Purificação Silvano, Ricardo Campos, Alípio Jorge, Ana Filipa Pacheco, Dimitar Iliyanov Dimitrov, Nikolaos Nikolaidis, Roman Yangarber, Elisa Sartori, Nicolas Stefanovitch, Preslav Nakov, Jakub Piskorski, Giovanni Da San Martino (2025)
- EMNLP: Conference on Empirical Methods in Natural Language Processing (Suzhou, China)
- PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles
- Nikolaos Nikolaidis, Nicolas Stefanovitch, Purificação Silvano, Dimitar Dimitrov, Roman Yangarber, Nuno Guimarães, Elisa Sartori, Ion Androutsopoulos, Preslav Nakov, Giovanni Da San Martino, Jakub Piskorski (2025)
- ACL: 63rd Conference of Association for Computational Linguistics (Vienna, Austria)
- Entity Framing and Role Portrayal in the News
- Tarek Mahmoud, Zhuohan Xie, Dimitar Dimitrov, Nikolaos Nikolaidis, Purificação Silvano, Roman Yangarber, Shivam Sharma, Elisa Sartori, Nicolas Stefanovitch, Giovanni Da San Martino, Jakub Piskorski, Preslav Nakov (2025)
- ACL: 63rd Conference of Association for Computational Linguistics (Vienna, Austria)
- FRaN-X: FRaming and Narratives-eXplorer
- Artur Muratov, Hana Fatima Shaikh, Vanshikaa Jani, Tarek Mahmoud, Zhuohan Xie, Daniil Orel, Aaryamonvikram Singh, Yuxia Wang, Aadi Joshi, Hasan Iqbal, Ming Shan Hee, Dhruv Sahnan, Nikolaos Nikolaidis, Purificação Silvano, Dimitar Dimitrov, Roman Yangarber, Ricardo Campos, Alípio Jorge, Nuno Guimarães, Elisa Sartori, Nicolas Stefanovitch, Giovanni Da San Martino, Jakub Piskorski, Preslav Nakov (2025)
- arXiv
- SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media
- Jakub Piskorski, Dimitar Dimitrov, Filip Dobranic, Marina Ernst, Jacek Haneczok, Ivan Koychev, Nikola Ljubešic, Michał Marcinczuk, Arkadiusz Modzelewski, Ivo Moravski, Roman Yangarber (2025)
- SlavNLP: 10th Workshop on Slavic Natural Language Processing. Held at ACL: 63rd Conference of Association for Computational Linguistics (Vienna, Austria)
- Proceedings of the 10th Workshop on Slavic Natural Language Processing
- Multilingual Characterization and Extraction of Narratives from Online News: Annotation Guidelines
- N. Stefanovitch, T. Mahmoud, N. Nikolaidis, J. Alípio, R. Campos, D. Dimitrov, P. Silvano, S. Sharma, R. Yangarber, N. Guimarães, E. Sartori, A. Filipa Pacheco, C. Ortiz, C. Couto, G. Reis de Oliveira, A. Gonçalves, I. Koychev, I. Moravski, N. Faggiani, S. Kharazi, B. Kotseva, I. Androutsopoulos, J. Pavlopoulos, G. Oke, K. Pathak, D. Suman, S. Mazumdar, T. Chakraborty, Z. Xie, D. Kvachev, I. Gatsuk, K. Semenova, M. Villanen, A. Waher, D. Lyakhnovich, G. Da San Martino, P. Nakov, J. Piskorski (2025)
- Technical Report JRC141322, European Commission Joint Research Centre (Ispra, Italy)
Model Explainability:
- What do Transformers Know about Government?
- Probing the Category of Verbal Aspect in Transformer Language Models
Model Sustainability:
- Effects of sub-word segmentation on performance of transformer language models
- Cross-lingual Named Entity Corpus for Slavic Languages