Paper: Arabic Tokenization Part-Of-Speech Tagging And Morphological Disambiguation In One Fell Swoop

ACL ID P05-1071
Title Arabic Tokenization Part-Of-Speech Tagging And Morphological Disambiguation In One Fell Swoop
Venue Annual Meeting of the Association of Computational Linguistics
Session Main Conference
Year 2005
Authors

We present an approach to using a mor- phological analyzer for tokenizing and morphologically tagging (including part- of-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.