For this reason, understanding what aspects of the input make it difficult for summarization becomes an interesting and important issue that has not been addressed in the summarization community untill now.
the data used for the analyses comes from the annual Document Understanding Conference (DUC) in which various summarization approaches are evaluated on common data, with new test sets provided each year.