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  1. Information extraction with the Darmstadt Knowledge Processing Software Repository (Extended Abstract)
    Autor*in: Gurevych, Iryna ; Müller, Mark-Christoph
    Erschienen: 2022
    Verlag:  Mannheim : Leibniz-Institut für Deutsche Sprache (IDS)

    Current Natural Language Processing (NLP) systems feature high-complexity processing pipelines that require the use of components at different levels of linguistic and application specific processing. These components often have to interface with... mehr

     

    Current Natural Language Processing (NLP) systems feature high-complexity processing pipelines that require the use of components at different levels of linguistic and application specific processing. These components often have to interface with external e.g. machine learning and information retrieval libraries as well as tools for human annotation and visualization. At the UKP Lab, we are working on the Darmstadt Knowledge Processing Software Repository (DKPro) (Gurevych et al., 2007a; Müller et al., 2008) to create a highly flexible, scalable and easy-to-use toolkit that allows rapid creation of complex NLP pipelines for semantic information processing on demand. The DKPro repository consists of several main parts created to serve the purposes of different NLP application areas

     
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    Quelle: BASE Fachausschnitt Germanistik
    Sprache: Englisch
    Medientyp: Konferenzveröffentlichung
    Format: Online
    DDC Klassifikation: Sprache (400)
    Schlagworte: Information Extraction; Automatische Sprachanalyse; Maschinelles Lernen; Information Retrieval; Annotation; Informationsverarbeitung; Text Mining
    Lizenz:

    rightsstatements.org/page/InC/1.0/ ; info:eu-repo/semantics/openAccess