We saw this kind of Bayesian modeling in Chapter 4; recall that this likelihood term is not asking "which is the most likely tag for the word will?" That would be the posterior P(MD|will). Instead, P(will|MD) answers the slightly counterintuitive question "If we were going to generate a MD, how likely is it that this modal would be will?"