Browsing by Author "Fayoumi, Kenan"

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    OzU-NLP at TREC NEWS 2019: Entity ranking
    (National Institute of Standards and Technology (NIST), 2019) Fayoumi, Kenan; Yeniterzi, R.; Fayoumi, Kenan
    This paper presents our work and submission for TREC 2019 News Track: Entity Ranking Task. Our approach utilizes Doc2Vec's ability to represent documents as fixed sized numerical vectors. Applied on news articles and wiki-pages of the entities, Doc2Vec provides us with vector representations for these two that we can utilize to perform ranking on entities. We also investigate whether background linked articles can be useful for entity ranking task.