The latter is a powerful predictor: baselines based on class frequency outperform most of the systems that participated in the KDD Cup (Lin and Wu, 2009).
we expect them to be useful for solving other applications that require handling entities, such as named entity recognition and classification, relation extraction or disambiguation.