As we can see, characters in the first column are all Chinese number characters and characters in the second column and the third column are all Chinese family names and Chinese punctuations respectively.
we use the PKU and MSRA data provided by the second International Chinese word Segmentation Bakeoff (Emerson, 2005) to test our model.