In the recent past, supervised learning methods have produced high accuracies for Parts-of-Speech (POS) tagging (Gimenez and Marquez, 2004).
sequence models such as hidden Markov models (HMM) and conditional random fields (CRF) have given good results (Huang et al., 2015).