Recently, <cite>Locascio et al. (2016)</cite> designed the Deep-Regex model based on the sequence-to-sequence (Seq2Seq) model (Sutskever et al., 2014) using minimal domain knowledge during the learning phase while still accurately predicting regular expressions from NLs.