Besides the usual local features such as the character-based ones (Xue and Shen, 2003;Ng and Low, 2004), many non-local features related to POSs or words can also be employed to improve performance.
as such features are generated dynamically during the decoding procedure, incorporating these features directly into the classifier results in problems.