Clearly any amount of clustering will only increase WSD performance.
to account for this natural improvement and consider only the effect of our particular clustering, we also calculate the expected score for a random clustering of the same granularity, as follows: Let C represent the set of clusters over the possible N synsets containing a given word; we then calculate the expectation that an incorrectly-chosen sense and the actual correct sense would be clustered together in the random clustering as .