Intuitively if the base semantic parser gives a low probability to the top prediction at a step, it is likely uncertain about the prediction.
we say a prediction o t needs user clarification if its probability is lower than a threshold p * , i.e., This strategy is shown to be strong in detecting misclassified and out-of-distribution examples (Hendrycks and Gimpel, 2017).