In particular, the Principal Component Analysis (PCA) based post-processing algorithm proposed by <cite>(Mu and Viswanath, 2018)</cite> has led to significant gains in word and sentence similarity tasks, and has also proved useful in dimensionality reduction (Raunak, 2017) .