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1
An Online Readability Leveled Arabic Thesaurus ...
The 28th International Conference on Computational Linguistics 2020
;
Al Khalil, Muhamed
;
Habash, Nizar
. - : Underline Science Inc., 2020
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2
Exploiting Arabic Diacritization for High Quality Automatic Annotation
Habash, Nizar
;
Shahrour, Anas
;
Al-Khalil, Muhamed
In: Language Resources and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-01349206 ; Language Resources and Evaluation Conference, 2016, Portoroz, Slovenia (2016)
Abstract:
International audience ; We present a novel technique for Arabic morphological annotation. The technique utilizes diacritization to produce morphological annotations of quality comparable to human annotators. Although Arabic text is generally written without diacritics, diacritization is already available for large corpora of Arabic text in several genres. Furthermore, diacritization can be generated at a low cost for new text as it does not require specialized training beyond what educated Arabic typists know. The basic approach is to enrich the input to a state-of-the-art Arabic morphological analyzer with word diacritics (full or partial) to enhance its performance. When applied to fully diacritized text, our approach produces annotations with an accuracy of over 97% on lemma, part-of-speech, and tokenization combined.
Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
;
[INFO]Computer Science [cs]
;
Annotation
;
Arabic
;
Diacritization
;
Morphology
URL:
https://hal.archives-ouvertes.fr/hal-01349206/document
https://hal.archives-ouvertes.fr/hal-01349206
https://hal.archives-ouvertes.fr/hal-01349206/file/LREC-2016-Exploiting-Diacritization.pdf
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