Intuitively, the SLQS model presupposes that general words appear mostly in uninformative contexts, as measured by entropy.
sLQs depends on the median entropy of a term's top N contexts, defined as , where H(c i ) is the shannon entropy of context c i across all terms, and N is chosen in hyperparameter selection.