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Optimizing an Approximation of ROUGE a Problem Reduction Approach to Extractive Multi Document Summarization

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Figure

Table 1 shows the results. We observe that ILP-
Figure 1: ROUGE-1 of summary against sentencescores correlation with true ROUGE-1 scores ofsentences (d30003t from DUC-2003).
Table 2: Correlation of different kinds of sentence scores and their true ROUGE-1 and ROUGE-2 scores.
Table 3: Impact of the optimization step on sen-tence subset selection.

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