The authors of <cite>[27]</cite> have proposed using WUP similarity [62] as the membership measure µ in the WUPS score. Such choice of µ suffers from the aforementioned coverage problem and the whole metric takes only one human interpretation of the question into account. Future directions for defining metrics Recent work provides several directions towards improving scores.