Ali, A. M. . and Qasim, R. S. . (2026) “The Impact of Non-Arabic Dominant Training Data on Distorting Arabic–English AI Translation”, Manar Elsharq Journal for Literature and Language Studies , 4(1), pp. 79–90. doi: 10.56961/mejlls.v4i1.1335.