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  • Digital Humanities and Cultural Heritage
  • Publications
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  • Preprint
  • Netherlands Organisation for Scientific Research (NWO)
  • Semantic Search in E-Discovery

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  • Publication . Article . Conference object . Preprint . 2016
    Open Access English
    Kenter, T.; Borisov, A.; de Rijke, M.; Erk, K.; Smith, N.A.;
    Country: Netherlands
    Project: NWO | SPuDisc: Searching Public... (2300176811), EC | VOX-POL (312827), NWO | Semantic Search in E-Disc... (2300168486), NWO | Modeling and Learning fro... (2300171779)

    We present the Siamese Continuous Bag of Words (Siamese CBOW) model, a neural network for efficient estimation of high-quality sentence embeddings. Averaging the embeddings of words in a sentence has proven to be a surprisingly successful and efficient way of obtaining ...

  • Publication . Article . Preprint . 2013 . Embargo End Date: 01 Jan 2013
    Open Access
    Zoghi, M.; Whiteson, S.; Munos, R.; de Rijke, M.;
    Publisher: arXiv
    Project: NWO | Modeling and Learning fro... (2300171779), EC | LIMOSINE (288024), NWO | Digging archaeology data:... (2300186891), NWO | Building Rich Links to En... (2300153702), EC | COMPLACS (270327), NWO | SPuDisc: Searching Public... (2300176811), NWO | Semantic Search in E-Disc... (2300168486)

    This paper proposes a new method for the K-armed dueling bandit problem, a variation on the regular K-armed bandit problem that offers only relative feedback about pairs of arms. Our approach extends the Upper Confidence Bound algorithm to the relative setting by using ...