(Zitouni et al., 2005) used Arabic morphologically segmented data and claimed to have very competitive results in ACE 2003 and ACE 2004 data.
(Benajiba et al., 2008) report good results for Arabic NER on ACE 2003, 2004and 2005 segmentation.