One of our goals in this work is to demonstrate the contribution of limited linguistic knowledge to a machine-learning approach to an NLP task.
we used the following resources for Hebrew and Arabic: r Knowledge of word-formation processes, and in particular the behavior of the weak roots in certain paradigms (see Section 5.4) It is important to note that these resources do not constitute a method for identifying, even approximately, the root of a given word.