Hence, as in the second term, to compute the third term of S(m) (8) for the case of m = pmi, we can sum only over the positive pairs (x, y) that actually appear in the corpus.
2 for the special case m = pmi, it is feasible to compute the exact score (8) and not just its approximation (9) that is based on negative sampling.