Once again, since not all sentences contribute equally to the representation of the article, we introduce a sentence level attention mechanism which attempts to extract relevant sentences that contribute to the meaning of the article.
we learn the weights of a sentence level attention matrix s α s h s , where z content is the latent representation of the article.