Furthermore, recent work of (Frank et al., 2013), show that word surprisal predicts N400, providing concrete motivation for artificial manipulation of text to explicitly elicit word learning through natural reading, directly motivating our approach.
p (constrained(w i ) = 1|w) is a real value (scaled between 0 and 1) that represents the degree of constraint imposed on the meaning of word w i by its context.