Theoretically, word dropout can also be applied to other neural network-based approaches.
we observe no significant performance differences in preliminary experiments when applying word dropout to leaf nodes in RecNNs for sentiment analysis (dropped leaf representations are set to zero vectors), and it slightly hurts performance on the question answering task.