Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature Ranking

Ryan Roth,Owen Rambow,Nizar Habash,Mona T. Diab,C. Rudin

Published 2008 in Annual Meeting of the Association for Computational Linguistics

ABSTRACT

We investigate the tasks of general morphological tagging, diacritization, and lemmatization for Arabic. We show that for all tasks we consider, both modeling the lexeme explicitly, and retuning the weights of individual classifiers for the specific task, improve the performance.

PUBLICATION RECORD

  • Publication year

    2008

  • Venue

    Annual Meeting of the Association for Computational Linguistics

  • Publication date

    2008-06-16

  • Fields of study

    Linguistics, Computer Science

  • Identifiers
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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