@inproceedings{modzelewski-etal-2024-mipd,
    title = "{MIPD}: Exploring Manipulation and Intention In a Novel Corpus of {P}olish Disinformation",
    author = "Modzelewski, Arkadiusz  and
      Da San Martino, Giovanni  and
      Savov, Pavel  and
      Wilczy{\'n}ska, Magdalena Anna  and
      Wierzbicki, Adam",
    editor = "Al-Onaizan, Yaser  and
      Bansal, Mohit  and
      Chen, Yun-Nung",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2024",
    address = "Miami, Florida, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest_wac_2008/2024.emnlp-main.1103/",
    doi = "10.18653/v1/2024.emnlp-main.1103",
    pages = "19769--19785",
    abstract = "This study presents a novel corpus of 15,356 Polish web articles, including articles identified as containing disinformation. Our dataset enables a multifaceted understanding of disinformation. We present a distinctive multilayered methodology for annotating disinformation in texts. What sets our corpus apart is its focus on uncovering hidden intent and manipulation in disinformative content. A team of experts annotated each article with multiple labels indicating both disinformation creators' intents and the manipulation techniques employed. Additionally, we set new baselines for binary disinformation detection and two multiclass multilabel classification tasks: manipulation techniques and intention types classification."
}