@inproceedings{marginean-2025-clujteam,
    title = "clujteam at {S}em{E}val-2025 Task 10: Finetuning {S}mol{LM}2 with Taxonomy-based Prompting for Explaining the Dominant Narrative in Propaganda Textt",
    author = "Marginean, Anca",
    editor = "Rosenthal, Sara  and
      Ros{\'a}, Aiala  and
      Ghosh, Debanjan  and
      Zampieri, Marcos",
    booktitle = "Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/corrections-2025-08/2025.semeval-1.311/",
    pages = "2395--2399",
    ISBN = "979-8-89176-273-2",
    abstract = "XAI has been a long-standing goal of AI. Explaining why a text can be considered to have a dominant narrative, where the narrative is known, is of great importance for dealing with propaganda in news. This paper reports on the participation of the system clujteam in Subtask 3 of Task 10 of Semveal 2025. The system obtained 7th place with a value of 0.72464 for F1macro, at 0.026 distance from the 1st place. The key components of the solution are the011given taxonomy and supervised fine-tuning of SmolLM2.013"
}