Some examples in semantic parsing are data recombination (Jia and Liang, 2016), paraphrasing (Berant and Liang, 2014), or exploiting machinegenerated output (Konstas et al., 2017).
before we do any experiments using extra training data, we want to be sure that we can still ben- Best gold-only 75.9 2.9 72.8 2.0 + ensemble 77.9 1.8 75.1 0.9 Gold + silver 82.9 1.8 82.7 1.1 + ensemble 83.6 1.3 83.1 0.7 Table 6: F1-score and percentage of ill-formed DRSs on the test set, for the experiments with the PMB-released silver data.