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: Proceedings of the Annual Meeting of the Association for Computational Linguistics
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.
Duke Scholars
Published In
Proceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN
0736-587X
Publication Date
January 1, 2008
Start / End Page
117 / 120
Citation
APA
Chicago
ICMJE
MLA
NLM
Roth, R., Rambow, O., Habash, N., Diab, M., & Rudin, C. (2008). Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking. In Proceedings of the Annual Meeting of the Association for Computational Linguistics (pp. 117–120).
Roth, R., O. Rambow, N. Habash, M. Diab, and C. Rudin. “Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking.” In Proceedings of the Annual Meeting of the Association for Computational Linguistics, 117–20, 2008.
Roth R, Rambow O, Habash N, Diab M, Rudin C. Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking. In: Proceedings of the Annual Meeting of the Association for Computational Linguistics. 2008. p. 117–20.
Roth, R., et al. “Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking.” Proceedings of the Annual Meeting of the Association for Computational Linguistics, 2008, pp. 117–20.
Roth R, Rambow O, Habash N, Diab M, Rudin C. Arabic morphological tagging, diacritization, and lemmatization using lexeme models and feature ranking. Proceedings of the Annual Meeting of the Association for Computational Linguistics. 2008. p. 117–120.
Published In
Proceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN
0736-587X
Publication Date
January 1, 2008
Start / End Page
117 / 120