Many memory models represent aspects of words such as meaning by vectors of feature values, such that words with similar meanings are placed in similar regions of the semantic space whose dimensions are defined by the vector positions. Methods for constructing such spaces include those based on scaling similarity ratings for pairs of words, and those based on the analysis of co-occurrence stati...