Special issues:
Analysis of Short Texts on the Web, Language Resources and Evaluation Journal (LREV), Vol. 47, Issue 1, Jan 2013
Search and Mining User-Generated Content, ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 3, Issue 4, Sep 2012