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Word2vec for Arabic Word Sense Disambiguation

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Natural Language Processing and Information Systems (NLDB 2018)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10859))

Abstract

Word embedding, where words are represented as vectors in a continuous space, has recently attracted much attention in natural language processing tasks due to their ability to capture semantic and syntactic relations between words from a huge amount of text. In this work, we will focus on how word embedding can be used in Arabic word sense disambiguation (WSD).

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Notes

  1. 1.

    Awaseet Dictionary, The Arabic Union Council in Cairo, 2004.

  2. 2.

    http://code.google.com/archive/p/word2vec/.

References

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Author information

Authors and Affiliations

  1. ANLP Research Group, MIR@CL Lab, Faculty of Economics and Management, University of Sfax, Sfax, Tunisia

    Rim Laatar, Chafik Aloulou & Lamia Hadrich Belghuith

Authors
  1. Rim Laatar
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  2. Chafik Aloulou
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  3. Lamia Hadrich Belghuith
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Corresponding author

Correspondence to Rim Laatar .

Editor information

Editors and Affiliations

  1. Université de Franche-Comté, Besançon, France

    Max Silberztein

  2. Conservatoire National des Arts et Métiers, Paris, France

    Faten Atigui

  3. Conservatoire National des Arts et Métiers, Paris, France

    Elena Kornyshova

  4. Conservatoire National des Arts et Métiers, Paris, France

    Elisabeth Métais

  5. University of Salford, Manchester, United Kingdom

    Farid Meziane

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Cite this paper

Laatar, R., Aloulou, C., Belghuith, L.H. (2018). Word2vec for Arabic Word Sense Disambiguation. In: Silberztein, M., Atigui, F., Kornyshova, E., Métais, E., Meziane, F. (eds) Natural Language Processing and Information Systems. NLDB 2018. Lecture Notes in Computer Science(), vol 10859. Springer, Cham. https://doi.org/10.1007/978-3-319-91947-8_32

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  • DOI: https://doi.org/10.1007/978-3-319-91947-8_32

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-91946-1

  • Online ISBN: 978-3-319-91947-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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