We represent the meaning of any word w ∈ W by a vector in the vector space V spanned by the set of basis vectors {e (r,w ) | r ∈ R, w ∈ W }.
such a vector records the association strength between w and any context word w occurring in relation r. we associate a word w ∈ W with a vector where f is a function that assigns a weight to the dependency triple (w, r, w ).