The BPE algorithm constructs a subword list from raw data and lattice LSTM introduces subwords into character LSTM representation.
our baseline is a BiLSTM-CRF segmentor (Chen et al., 2015b) and we replace LSTM with lattice LSTM using subwords to encode character composition information.