Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking

Ryan Roth; Owen Rambow; Nizar Habash; Mona Diab; Cynthia Rudin

Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking

Ryan Roth
, Owen Rambow
, Nizar Habash
, Mona Diab
, Cynthia Rudin

Linguistics

Columbia University

Research output: Contribution to journal › Conference article › peer-review

7 Scopus citations

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.

Original language	English
Pages (from-to)	117-120
Number of pages	4
Journal	Proceedings of the Annual Meeting of the Association for Computational Linguistics
State	Published - 2008
Event	46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, ACL 2008 - Columbus, United States Duration: Jun 16 2008 → Jun 17 2008

Cite this

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title = "Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking",

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.",

author = "Ryan Roth and Owen Rambow and Nizar Habash and Mona Diab and Cynthia Rudin",

note = "Publisher Copyright: {\textcopyright} 2008 Association for Computational Linguistics.; 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, ACL 2008 ; Conference date: 16-06-2008 Through 17-06-2008",

year = "2008",

language = "English",

pages = "117--120",

journal = "Proceedings of the Annual Meeting of the Association for Computational Linguistics",

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TY - JOUR

T1 - Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking

AU - Roth, Ryan

AU - Rambow, Owen

AU - Habash, Nizar

AU - Diab, Mona

AU - Rudin, Cynthia

PY - 2008

Y1 - 2008

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85119952399

M3 - Conference article

AN - SCOPUS:85119952399

SN - 0736-587X

SP - 117

EP - 120

JO - Proceedings of the Annual Meeting of the Association for Computational Linguistics

JF - Proceedings of the Annual Meeting of the Association for Computational Linguistics

T2 - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, ACL 2008

Y2 - 16 June 2008 through 17 June 2008

ER -

Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking

Abstract

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