As reported by (Sukhbaatar et al., 2015;Kumar et al., 2016;Henaff et al., 2016), we also observe that the results of memory networks are unstable across multiple runs.
for each hyperparameter choice, we run all the models 10 times and select the run with the best performance on the validation set.