check this site out for datasets

http://www.mohamedaly.info/datasets

Thanks Prashant,

The Arabic datasets on the mentioned website are used for sentiment analysis and opinion mining.

I'm looking for a dataset of short texts collected from social media and blogs written in in Arabic (Modern standard Arabic or dialects). The topics and the relevance judgments are also required for my research.