Motivated by the performance of bag-of-words like sentence representations (Arora et al., 2016), we also experiment with distributional bag-ofwords models where sentence embeddings are obtained by pooling across the dimensions of corresponding word embeddings.
we used Max-Pooling and Max-Min-Pooling, the latter being obtained by concatenating the outputs of Max and Min Pooling.