4. We point out the limitations of applying variance based post-processing <cite>(Mu and Viswanath, 2018)</cite> and demonstrate that it leads to a decrease in performance in sentence classification and machine translation arXiv:1910.02211v1 [cs.CL] 5 Oct 2019 In Section 1, we provide an introduction to the problem statement.