We first propose taking a sample from the top of the n-best list produced by BAGEL's realization reranking FLM shown in Table 2.
to avoid sampling from the long tail of low-probability utterances, we only consider utterances whose probability lies within a selection beam relative to the probability first-best utterance p 1 ; that is, only the utterances generated with a probability above are kept.