In this section, we evaluate how interpretable these representations are.
we would like to measure how coherent each of the dimensions of these representation are, i.e., given a representation A, we would like to  Boyd-Graber et al., 2009), word intrusion detection precision is used as the evaluation metric (higher precision implies higher interpretability).