Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop

Nizar Habash; Owen Rambow

doi:10.3115/1219840.1219911

Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop

Nizar Habash
, Owen Rambow

Linguistics

Columbia University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

325 Scopus citations

Abstract

We present an approach to using a morphological analyzer for tokenizing andmorphologically tagging (including partof- speech tagging) Arabic words in one process. We learn classifiers for individual morphological features, as well as ways of using these classifiers to choose among entries from the output of the analyzer. We obtain accuracy rates on all tasks in the high nineties.

Original language	English
Title of host publication	ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Publisher	Association for Computational Linguistics (ACL)
Pages	573-580
Number of pages	8
ISBN (Print)	1932432515, 9781932432510
DOIs	https://doi.org/10.3115/1219840.1219911
State	Published - 2005
Event	43rd Annual Meeting of the Association for Computational Linguistics, ACL-05 - Ann Arbor, MI, United States Duration: Jun 25 2005 → Jun 30 2005

Publication series

Name	ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

Conference

Conference	43rd Annual Meeting of the Association for Computational Linguistics, ACL-05
Country/Territory	United States
City	Ann Arbor, MI
Period	06/25/05 → 06/30/05

Access to Document

10.3115/1219840.1219911

Cite this

Habash, N., & Rambow, O. (2005). Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. In ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (pp. 573-580). (ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference). Association for Computational Linguistics (ACL). https://doi.org/10.3115/1219840.1219911

Habash, Nizar ; Rambow, Owen. / Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), 2005. pp. 573-580 (ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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title = "Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop",

abstract = "We present an approach to using a morphological analyzer for tokenizing andmorphologically tagging (including partof- speech tagging) Arabic words in one process. We learn classifiers for individual morphological features, as well as ways of using these classifiers to choose among entries from the output of the analyzer. We obtain accuracy rates on all tasks in the high nineties.",

author = "Nizar Habash and Owen Rambow",

year = "2005",

doi = "10.3115/1219840.1219911",

language = "English",

isbn = "1932432515",

series = "ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference",

publisher = "Association for Computational Linguistics (ACL)",

pages = "573--580",

booktitle = "ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference",

note = "43rd Annual Meeting of the Association for Computational Linguistics, ACL-05 ; Conference date: 25-06-2005 Through 30-06-2005",

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Habash, N & Rambow, O 2005, Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. in ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Association for Computational Linguistics (ACL), pp. 573-580, 43rd Annual Meeting of the Association for Computational Linguistics, ACL-05, Ann Arbor, MI, United States, 06/25/05. https://doi.org/10.3115/1219840.1219911

Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. / Habash, Nizar; Rambow, Owen.
ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), 2005. p. 573-580 (ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Rambow, Owen

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N2 - We present an approach to using a morphological analyzer for tokenizing andmorphologically tagging (including partof- speech tagging) Arabic words in one process. We learn classifiers for individual morphological features, as well as ways of using these classifiers to choose among entries from the output of the analyzer. We obtain accuracy rates on all tasks in the high nineties.

AB - We present an approach to using a morphological analyzer for tokenizing andmorphologically tagging (including partof- speech tagging) Arabic words in one process. We learn classifiers for individual morphological features, as well as ways of using these classifiers to choose among entries from the output of the analyzer. We obtain accuracy rates on all tasks in the high nineties.

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M3 - Conference contribution

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SN - 9781932432510

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BT - ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

PB - Association for Computational Linguistics (ACL)

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Y2 - 25 June 2005 through 30 June 2005

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Habash N, Rambow O. Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. In ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL). 2005. p. 573-580. (ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference). doi: 10.3115/1219840.1219911

Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop

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