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Browsing by Subject "document clustering"

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  • thumbnail.journal.alt
    Item type:Article, Access status: Open Access ,
    Benchmarking high performance architectures with natural language processing algorithms
    (Wydawnictwa AGH, 2011) Kuta, Marcin; Kitowski, Jacek
    Natural Language Processing algorithms are resource demanding, especially when tuning to inflective language like Polish is needed. The paper presents time and memory requirements of part of speech tagging and clustering algorithms applied to two corpora of the Polish language. The algorithms are benchmarked on three high performance platforms of different architectures. Additionally sequential versions and OpenMP implementations of clustering algorithms were compared.