Deep learning has been successfully applied to many recent QA approaches and related tasks (Bordes et al., 2015;Hermann et al., 2015;He and Golub, 2016;Dong et al., 2015;Tan et al., 2016, inter alia).
large quantities of data are needed to train the millions of parameters often contained in these models.