built a BiLSTM-CRF structure, which has been extended by adding character-level LSTM (<cite>Lample et al., 2016</cite>; Liu et al., 2018) , GRU (Yang et al., 2016) , and CNN (Chiu and Nichols, 2016; Ma and Hovy, 2016) features.