The experimental results on a public numerical MRC dataset DROP (Dua et al., 2019) show that our NumNet model achieves significant and consistent improvement as compared to all baseline methods by explicitly performing numerical reasoning over numbers in the question and passage.
we show that our model could effectively deal with questions requiring sorting with multi-layer NumGNN.