Moreover, we empirically show that (1) the three-player framework on its own helps cooperative games such as<cite> (Lei et al., 2016)</cite> to improve both predictive accuracy and rationale quality; (2) by combining the two solutions -introspective generator and the three player game -we can achieve high predictive accuracy and non-degenerate rationales.