Finally, we the sense embeddings for the lemma Equations (4) and (5) show the role of the mix variables: if p ij = 0, then the sense embedding E(s ij ) is completely determined by the neighbors of the sense (that is, it is equal to the weighted centroid).
if p ij = 1, then the sense embedding becomes equal to the embedding of the lemma, F (l i ).