And the edge weights are measured according to the similarities between nodes, which are computed based on the topic distribution from our two topic model extensions.
we introduce four edge weight matricesŴ N * K ,W K * N , U and P to describe the sentenceto-topic relations, the topic-to-sentence relations, the sentence-to-sentence relations and the topic-totopic relations respectively.