Even though we select prototypes in the same way as (Guo et al., 2014), we use prototypes in a very different manner: we consider prototypes as the basis for representing labels, whereas prototypes are mainly used as additional features in prior works (Haghighi and Klein, 2006;Guo et al., 2014).
prototypes are previously used on the input side, while we use them on the label side.