Then, the cosine similarity between any given two sen- The loss function is thus defined by Once the sentence generative model   have been properly estimated, the summary sentences can be selected iteratively by (8) according to a predefined target summarization ratio.
as can be seen from (8), a new summary sentence is selected without considering the redundant information that is also contained in the already selected summary sentences.