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- W26683885 abstract "In the Document Understanding Conference (DUC) for 2006, CL Research made a basic change in the method for assessing the significance of sentences in its Knowledge Management Systems summarization routines. This change led to an apparently significant improvement in scores compared to results for DUC 2005, with ROUGE-1 increasing from 0.348 to 0.388. After further detailed comparisons of the DUC 2006 results with those of other participants and with the effect of the change on DUC 2005 summaries, however, the improvement was not as significant as initially thought. Further analysis suggests that the DUC 2006 task might have been somewhat easier, perhaps because of more detailed topic descriptions. Notwithstanding, the change in the sentence scoring method simplifies the selection of key sentences by focusing on adjective and noun roots for sentence selection. It is suggested that documents can be rapidly scanned to identify significant sentences, which can then be examined in more detail with methods for detecting sentence similarity (or entailment) and overlap." @default.
- W26683885 created "2016-06-24" @default.
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- W26683885 date "2006-01-01" @default.
- W26683885 modified "2023-09-24" @default.
- W26683885 title "CL Research Summarization in DUC 2006: An Easier Task, An Easier Method?" @default.
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- W26683885 hasPublicationYear "2006" @default.
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