To evaluate the performance of the noise detection enhanced spectral clustering approach, we compare the ROUGE scores of it with the ROUGE scores of the LexRank approach for generic summarization and query-oriented LexRank approach, which is a direct extension of LexRank in our clustering and ranking frameworks.
the sentence clusters are generated by the traditional spectral clustering algorithm first and then the sentences within each cluster are ranked with LexRank.