This again works well for some entities, where Word-Net contains reasonably specific concepts (e.g., occupations and nationalities for people, industries for organizations) but not too well for specialized concepts in specific domains.
in our approach, WordNet is only used to provide the labels for very few relations (5, 000) that are used in training and (separately) in evaluation.