We let P l denote a prototype list associated with the label l. If x t belongs to P l , we should prefer y t = l as opposed to other values.
to this end, for cases where x t ∈ P l , we set s 1 as if x t is not a prototype, we will always have s 1 (y t , v t , t) = 0 for all hypotheses of y t .