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The tools solve the complex problem of Arabic language processing by creating a middle language that can be processed easily since it is written in English letters.

The rest of this paper will be organized as follows.

Usually ACA is used in Instant Messaging (IM) and chatting purposes.

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ACA format looks like the format of Roman alphabet and it also uses English letters. The processing of any text passes by some specific steps: parsing, stopword removal and stemming (Mostafa et al., 2011). It is important to easily translate from English language to Arabic language and vise versa.

The paper's aim is to report on the survey of the different ACA translation tools and emphasizing the importance of theses tools in other applications like text mining, Information Retrieval and English Arabic translation.

An experiment is executed to validate the translation tools, results had shown that Microsoft Maren has the highest accuracy compared to the other tools.

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