For the CWS task, we follow the widely-used BIES coding scheme (Low et al., 2005;Hai et al., 2006), where B, I, E and S stand for beginning of a word, inside a word, end of a word and singlecharacter word, respectively.
we have two (hidden) labels to associate with each (observable) character.