Unfortunately, unbalanced sense distribution is the usual case in WSD tasks, which makes NMI itself hard to interpret.
in addition to NMI, we also give its upper bound (upper-NMI) and the ratio of NMI and its upper bound (NMI-ratio) for each verb, as shown in columns 6 to 8 in Table 2.