Abstract:

For Queryfocus Multidocument Summarization, the query sentence is mixed into sentences from the set of multidocument, efficient soft cluster algorithm is used to cluster all the sentences. The summary sentence will be extracted one by one from the clusters which query sentence in. At last, the summary is generated. Experiments showed that our method performed very well in DUC 2005 corpus.

Key words: multidocument summarization；soft clustering algorithm；sentence extraction