Results ( §3) show that neural DMRS to English text generation can obtain up to 83.37 BLEU and 32% exact match, substantially higher than previous work.
we obtain an 11.6 BLEU improvement through semi-supervised training using the output of a grammar-based parser, compared to training on gold data only.