We observe only modest and inconsistent gains over ATTRACT-REPEL and POST-DFFN in the FULL setting.
the explanation of this finding is straightforward: 99.2% of SimLex words and 99.9% of SimVerb words are present in the external constraints, making this an unrealistic evaluation scenario.