The goal is then i) to predict how well a particular candidate fits in the original context, and ii) given these predictions for each of the candidates, to correctly order the elements of the candidate set according to their contextual fitness.
a model is successful if it prioritizes plausible substitutions ahead of less likely synonyms (given the context).