<cite>Limsopatham and Collier (2016)</cite> utilized convolutional neural networks (CNNs) for phrase normalization in user reviews, while Tutubalina et al. (2018) , Han et al. (2017) , and Belousov et al. (2017) applied recurrent neural networks (RNNs) to UGTs, achieving similar results.