The attention layer repeatedly decides the next sentence from sentence-pair interactions between the current predicted sentence and each paragraph-independent candidate {s i } 5 1 .
with the multiple attention modules, TGCM draws global dependencies among sentences by attending over the topic-sensitive sentence vectors repeatedly.