... scheme Finally, we can determine the POS tag, for any morphologically motivated POS tagset Thus, we have performed tokenization, traditional POS tagging, and full morphological disambiguation in one ... tokenization, part-of-speech tagging, and morphological disambiguation in Arabic We have shown that the use of a morphological analyzer is beneficial in POS tagging, and we believe our results are ... performing machine learning experiments velopment, training, and test corpora with roughly 12,000 word tokens in each of the development and test corpora, and 120,000 words in each...