These specifications were written for human programmers with no intention of providing support for automated processing.
when trained using the noisy supervision, our method achieves substantially more accurate translations than a state-of-the-art semantic parser (Clarke et al., 2010) (specifically, 80.0% in F-Score compared to an F-Score of 66.7%).