For example, existing property norm datasets can be extended through human verification of features predicted with high confidence by Feature2Vec, with these features being added to the norms and subsequently incorporated into Feature2Vec in an iterative, semi-supervised manner (Kelly et al., 2012).
feature2Vec provides a useful heuristic to add interpretable feature-based information to these datasets for new words in a practical and efficient way.