System Act Scorer: is the same as the action scorer proposed by (Zhong et al., 2018).
the scorer uses attention from c u over C a to calculate action summary followed by a linear layer with sigmoid activation to calculate the score y a that determines the relevance of the candidate slot-value based on the previous system actions (Equation 5).