Modied End-to-end Memory Networks for Dialog Personalized Dialog tasks (full set) Task Training Accuracy Validation Accuracy Testing Accuracy Testing Accuracy(OOV) 1 87.06 85.36 85.66 66.60 2 93.71 93.54 93.42 76.04 3 99.97 67.62 68.60 64.38 4 100 56.67 57.17 56.98 5 95.38 87.01 87.28 63.96 Personalized Dialog tasks (small set) Task Training Accuracy Validation Accuracy Testing Accuracy Testing Accuracy(OOV) 1 85.42 82.24 82.24 69.35 2 94.47 93.08 91.27 78.65 3 97.86 67.35 68.01 65.88 4 99.48 56.61 57.11 56.98 5 97.20 77.10 78.10 61.40