More recent works used LSTM as encoder which performed better in sequential problems, (Huang et al., 2015) used bidirectional LSTM as encoder, and the BiLSTM-CRF model achieved state-of-the-art on many datasets.
many researchers chose BiLSTM-CRF model as a baseline model when solving sequential problems.