Recent data-driven approaches examine window-based sequence-to-sequence (seq2seq) models and convolutional neural networks (CNN) to normalize a central piece of text with the help of context<cite> (Sproat and Jaitly, 2016</cite>; Yolchuyeva et al., 2018) .