To achieve this goal, in this work we adopt bidirectional long short-term memory (bi-LSTM) networks (Schuster and Paliwal, 1997), which have been successfully used for various sequence tagging problems.
our DCNN could make better use of the context information to generate more appropriate parameters for POS tagging.