Before revision:  It gains 4.7\% accuracy over the best of both models on the computation and language domain and loses 2.4\% against the best of both on the machine learning domain . Compared to plain HANs, accuracy increases on both domains, with 1.5\% and 2\% respectively .
After revision:  It gains 4.7\% accuracy over the best of both models on the computation and language domain and loses 2.4\% against the best of both on the machine learning domain . Compared to plain HANs, accuracy increases on all three domains. On the computation and language domain our new model works best overall, and increases accuracy 4.7\% over the best literature result .