We can see that BiDAF-M and DrQA-M perform surprisingly well in the within-world evaluation even though they do not use any entity span information.
drQA-M outperforms BidAF-M which suggests that modeling question-context interactions using simple bilinear terms have advantages over using more complex bidirectional attention flows.