Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature Ranking
| Title | Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature Ranking |
| Publication Type | Conference Proceedings |
| Year of Conference | 2008 |
| Authors | Roth, Ryan, Rambow Owen, Habash Nizar, Diab Mona, and Rudin Cynthia |
| Conference Name | ACL-08:HLT |
| Pagination | 117-120 |
| Date Published | 06/2008 |
| Publisher | Association for Computational Linguisitics |
| Conference Location | Columbus, Ohio |
| Keywords | CCLS |
| 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. |
| URL | http://www.aclweb.org/anthology/P/P08/P08-2030 |
