emb() is the target side embedding matrix which converts sentence labels in real-valued continuous vectors.
at a given time t , the sentence selector reads sentence s t from document D and predicts how worthy is the sentence for inclusion in the summary S, conditioned on the document representation (obtained from the document encoder) and the label predictions made for the previous sentences in the document.