Abstract
Natural language automatic processing is a sequence of morphological, syntactic and semantic analysis. The first step for our future system is to have a morphological analyzer that aims to assign to each individual Arabic word the grammatical categories and some other linguistic characteristics. In general, making a morphological analyzer can be done by following several steps: special characters removal, segmentation, special-words isolation, stemming and diacritization. There are numerous well-known morphological analyzers such as Alkhalil Morpho Sys [1, 5], Buckwalter [6] and ElixirMF [7]. So regarding our use of Alkhalil Morpho Sys [1] in our translation system, we have evaluated it by considering that our future system can be used by any kind of person, linguistic or non-linguistic that can give a text containing some frequent mistakes.
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