This is a two-dimensional model, since we explicitly model pairs such as (MEPHEDRONE,SNORTING) or (SALVIA,EFFECTS).
we also created word distributions for triples such as (SALVIA,ORAL,EFFECTS) by taking a mixture of the corresponding pairs: in this example, we estimate the unigram distribution from salvia documents tagged with either "Oral" or "Effects."