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