Taking advantage of the availability of Zahran-WE (Zahran et al., 2015), we evaluated word distribution in the semantic space vs. WE distribution.
in our basic system, we replaced the semantic space vector words by Zahran-WE (from the CBOW and SkipGram models) and calculated the correlation on the AR-ASAG Dataset.