Browsing Institutt for informatikk by Author "Olsen, Helene Bøsei"

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  • Arabic dialect identification: An in-depth error analysis on the MADAR parallel corpus 
    Olsen, Helene Bøsei; Touileb, Samia; Velldal, Erik (Chapter / Bokkapittel / PublishedVersion; Peer reviewed, 2023)
    This paper provides a systematic analysis and comparison of the performance of state-of-the-art models on the task of fine-grained Arabic dialect identification using the MADAR parallel corpus. We test approaches based on ...
  • Fine-grained Arabic dialect identification 
    Olsen, Helene Bøsei (Master thesis / Masteroppgave, 2023)
    This thesis explores the challenging task of fine-grained Arabic dialect identification, using the MADAR parallel corpus. We investigate the potential of Transformer-based language models pre-trained on dialectal Arabic ...