It is important to recall that the main goal of our work is to develop fast and efficient on-device neural text classification approach, which can achieve near state-of-the-art performance while satisfying the on-device small size and memory resource constrains.
baseline Comparison: We use the same baselines as described in Tang et al., 2015).