In detail, a stacking of N sentence vectors is represented as, We apply 1-D convolutional neural networks on S 1:N followed with a max-over-time pooling so that a final document-level representation can be extracted.
we altogether used K convolutional nets with K different window sizes to summarize different gists of paragraphs.