5 Note that M I(X, Y ) = log P (X,Y ) P (X)P (Y ) and this is directly proportional to P (Y |X) = c(X,Y ) c(X) for a fixed Y .
we can simply use this conditional probability during implementation since the definite NP Y is fixed for the task of antecedent selection.