Good idea!, but I think there is a risk when depending on Arabic resources for NLP especially Arabic semantic resources such as Arabic wordnet.
I think, it is better to put on consideration the query expansion approach. Hoping the attached research is useful for your project.
Article A Novel Information Retrieval Approach using Query Expansion...
The ArabAgent project is mainly concerned with the Arabic content on the Web. In this case, we are sure will find many Arabic dialects. The question is, do we have comprehensive resources or tools to cover all dialects?
Yes dear, there are a lot of good resources which can provide you with more than enough in your field. Some of these resources were written by speakers of languages other than Arabic, just google your topic and you will come across enough resources... Wish you all the best
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