We define the Denote by N the diagonal The conditional probability p left of the following word and the conditional probability p right of the preceding word can be computed by multiplying (the transpose of) J and N : The "grounding" paradigmatic distributions of order 1 are defined as follows.
each word has only one perfect left / right substitute and that perfect substitute is itself.