Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking
Publication
, Conference
Roth, R; Rambow, O; Habash, N; Diab, M; Rudin, C
Published in: ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference
January 1, 2008
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. © 2008 Association for Computational Linguistics.
Duke Scholars
Published In
ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference
DOI
ISBN
9781932432046
Publication Date
January 1, 2008
Start / End Page
117 / 120
Citation
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Roth, R., Rambow, O., Habash, N., Diab, M., & Rudin, C. (2008). Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking. In ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference (pp. 117–120). https://doi.org/10.3115/1557690.1557721
Roth, R., O. Rambow, N. Habash, M. Diab, and C. Rudin. “Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking.” In ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 117–20, 2008. https://doi.org/10.3115/1557690.1557721.
Roth R, Rambow O, Habash N, Diab M, Rudin C. Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking. In: ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 2008. p. 117–20.
Roth, R., et al. “Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking.” ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 2008, pp. 117–20. Scopus, doi:10.3115/1557690.1557721.
Roth R, Rambow O, Habash N, Diab M, Rudin C. Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking. ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. 2008. p. 117–120.
Published In
ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference
DOI
ISBN
9781932432046
Publication Date
January 1, 2008
Start / End Page
117 / 120