Our model shows 3-27% query generation accuracy gain, compared to the sequence-to-sequence model, 5-9% gain, compared to template-based model <cite>(Finegan-Dollak et al., 2018)</cite> , and 15-56% gain, compared to Iyer et al. (2017) .