As we need to learn the relations between each sentence and the rest of the document, we update the sentence representations by, Then, we utilize a decoder Dec 1 to score the Salience and Coverage for each sentences, and a secondary score function Dec 2 to screen the sentences that might have Redundancy.
we implement Dec 1 and Dec 2 as multi-layered perceptrons.