Others used a variational autoencoder by modeling unlabeled utterances (Kociský et al., 2016) or logical forms (Yin et al., 2018) as latent variables.
on two datasets, our method leads to 70.6 accuracy on average on the true distribution, compared to 51.3 in paraphrasing-based data collection.