Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell Swoop (2005)
by
Nizar Habash
,
Owen Rambow
| Citations: | 47 - 4 self |
BibTeX
@MISC{Habash05arabictokenization,,
author = {Nizar Habash and Owen Rambow},
title = {Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell Swoop},
year = {2005}
}
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Abstract
We present an approach to using a morphological analyzer for tokenizing and morphologically tagging (including partof-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.
Citations
| 163 | Learning trees and rules with set-valued features - Cohen - 1996 |
| 54 | Automatic Tagging of Arabic Text: From Raw Text to Base Phrase Chunks - Diab, Hacioglu, et al. |
| 44 | Fast methods for kernel-based text analysis - Kudo, Matsumoto - 2003 |
| 22 | Language model based Arabic word segmentation - Lee, Papineni, et al. - 2003 |
| 21 | Arabic Morphological Analyzer Version 1.0. Linguistic Data Consortium - Buckwalter - 2002 |
| 11 | Arabic morphological representations for machine translation - Habash - 2007 |
