We can analyze these models in the binary calibration framework ( §2-3) by looking at marginal distribution of binary-valued outcomes of parts of the predicted structures.
we examine calibration of predicted probabilities of individual tokens' tags ( §4.2.2), and of pairs of consecutive tags ( §4.2.3).