We therefore do not apply w+c to PPMI in this study.
eigenvalue Weighting (eig) As mentioned in Section 2.2, the word and context vectors derived using SVD are typically represented by (equation 1): this is not necessarily the optimal construction of W SVD for word similarity tasks.