GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification
· 2025
Iknoor Singh, Carolina Scarton, Kalina Bontcheva
It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing· 2025DOI Yue Li, Zhixue Zhao, Carolina Scarton
Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing· 2025DOI Yue Li, Zhixue Zhao, Carolina Scarton
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)· 2025DOI Dominik Macko, Jakub Kopál, Robert Moro, Ivan Srba
The disinformation lifecycle: an integrated understanding of its creation, spread and effects
Discover Global Society· 2025DOI Kimberley Kruijver, Neill Bo Finlayson, Beatrice Cadet, Sico van der Meer
UKElectionNarratives: A Dataset of Misleading Narratives Surrounding Recent UK General Elections
Jisun An, Yu-Ru Lin, Yelena Mejova, Eni Mustafaraj, Juhi Kulshrestha, Ingmar Weber
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)· 2024DOI Nafis Irtiza Tripto, Saranya Venkatraman, Dominik Macko, Robert Moro, Ivan Srba, Adaku Uchendu, Thai Le, Dongwon Lee
Are Publicly Available (Personal) Data 'Up for Grabs' ? A Discussion of Three Privacy Arguments
SSRN Electronic Journal· 2024DOI Elisa Orrù
Authorship Obfuscation in Multilingual Machine-Generated Text Detection
Findings of the Association for Computational Linguistics: EMNLP 2024· 2024DOI Dominik Macko, Robert Moro, Adaku Uchendu, Ivan Srba, Jason S Lucas, Michiharu Yamashita, Nafis Irtiza Tripto, Dongwon Lee, Jakub Simko, Maria Bielikova
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
Razuvayevskaya, Olesya; Wu, Ben; Leite, João A.; Heppell, Freddy; Srba, Ivan; Scarton, Carolina; Bontcheva, Kalina; Song, Xingyi
Disinformation Capabilities of Large Language Models
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)· 2024DOI Ivan Vykopal, Matúš Pikuliak, Ivan Srba, Robert Moro, Dominik Macko, Maria Bielikova
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)· 2024DOI Jan Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Maria Bielikova, Peter Brusilovsky
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation
Findings of the Association for Computational Linguistics: EMNLP 2024· 2024DOI Branislav Pecher, Jan Cegin, Robert Belanec, Jakub Simko, Ivan Srba, Maria Bielikova
IMGTB: A Framework for Machine-Generated Text Detection Benchmarking
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)· 2024DOI Michal Spiegel, Dominik Macko
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection
Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)· 2024DOI Michal Spiegel, Dominik Macko
A Large-Scale Comparative Study of Accurate COVID-19 Information versus Misinformation
Mu, Yida; Jiang, Ye; Heppell, Freddy; Singh, Iknoor; Scarton, Carolina; Bontcheva, Kalina; Song, Xingyi
Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study
Heppell, Freddy; Bontcheva, Kalina; Scarton, Carolina
Does Explanation Matter? An Exploratory Study on the Effects of Covid 19 Misinformation Warning Flags on Social Media
Barman, Dipto; Conlan, Owen
KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection
Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)· 2023DOI Hromadka, Timo; Smolen, Timotej; Remis, Tomas; Pecher, Branislav; Srba, Ivan
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing· 2023DOI Macko, Dominik; Moro, Robert; Uchendu, Adaku; Lucas, Jason Samuel; Yamashita, Michiharu; Pikuliak, Matúš; Srba, Ivan; Le, Thai; Lee, Dongwon; Simko, Jakub; Bielikova, Maria
NEXT: An Event Schema Extension Approach for Closed-Domain Event Extraction Models
Elena Tuparova, Petar Ivanov, Andrey Tagarev, Svetla Boytcheva, Ivan Koychev
SheffieldVeraAI at SemEval-2023 Task 3: Mono and Multilingual Approaches for News Genre, Topic and Persuasion Technique Classification
Wu, Ben; Razuvayevskaya, Olesya; Heppell, Freddy; Leite, João A.; Scarton, Carolina; Bontcheva, Kalina; Song, Xingyi
Multilinguality in the VIGILANT project
Carolina Scarton, Charlotte Prescott, Chris Bayliss, Chris Oakley, Joanna Wright, Stuart Wrigley, Xingyi Song, Edward Gow-Smith, Mikel Forcada, Helena Moniz