Our model assigns a probability to each possible dependency structure, T , and case structure, L, of the input sentence, S, and outputs the dependency and case structure that have the highest probability.
the model selects the dependency structure T best and the case structure L best that maximize the probability P (T, L|S) or its equivalent, P (T, L, S), as follows: The last equation follows from the fact that P (S) is constant.