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

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn , Issue , 2008, Pages 117-120

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

^a Columbia University ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE RANKING; INDIVIDUAL CLASSIFIERS; LEMMATIZATION; MORPHOLOGICAL TAGGING; PERFORMANCE; SPECIFIC TASKS;

EID: 85119952399     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Tim Buckwalter. 2004. Buckwalter Arabic morphological analyzer version 2.0.
2. Nizar Habash and Owen Rambow. 2005. Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. In ACL’05, Ann Arbor, MI, USA.
3. Nizar Habash and Owen Rambow. 2007. Arabic diacritization through full morphological tagging. In NAACL HLT 2007 Companion Volume, Short Papers, Rochester, NY, USA.
4. Jan Hajic, Otakar Smrž, Tim Buckwalter, and Hubert Jin. 2005. Feature-based tagger of approximations of functional Arabic morphology. In Proceedings of the Workshop on Treebanks and Linguistic Theories (TLT), Barcelona, Spain.
5. Jan Hajic. 2000. Morphological tagging: Data vs. dictionaries. In 1st Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL’00), Seattle, WA.
6. J.A Nelder and R Mead. 1965. A simplex method for function minimization. In Computer Journal, pages 303–333.
7. Andreas Stolcke. 2002. Srilm - an extensible language toolkit. In Proceedings of the International Conference on Spoken Language Processing (ICSLP).
8. Imed Zitouni, Jeffrey S. Sorensen, and Ruhi Sarikaya. 2006. Maximum entropy based restoration of arabic diacritics. In Coling-ACL’06, pages 577–584, Sydney, Australia.