6 Performance Evaluation of Large-Scale Summarization Systems
6.1 Evaluation of Summaries
Standard datasets for the evaluation of summaries are available extensively in the text summarization research. Few benchmark datasets extensively used for reporting accuracies of text summarization systems are:
- i. Document Understanding Conference (DUC) datasets [1] such as DUC 2001, DUC 2002, DUC 2003, DUC 2004, DUC 2005, DUC 2006, and DUC 2007
Document Understanding Conferences (DUC) was sponsored by the Advanced Research and Development Activity (ARDA). The conference series is run by the National Institute of Standards and Technology (NIST) to further progress in summarization and enable researchers to participate ...
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