Starting from single-wordbased translation approaches, significant improvements have been made through advances in modeling, availability of larger corpora and more powerful computers.
substantial progress made in the past enables today's MT systems to achieve acceptable results in terms of translation quality for specific language pairs such as Arabic-English.