Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case

Rafal Kozik, Gracjan Katek, Marta Gackowska, Sebastian Kula, Joanna Komorniczak, Pawel Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Michal Choras

Abstract: Highlights•Novel approach to content assessment.•Combination of text embedding, machine translation and users’ preferences.•Innovative, complex approach to annotation.•New dataset of content in Polish language.•New pipeline including information about the annotator.