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Unsupervised document summarization using clusters of dependency graph nodes | IEEE Conference Publication | IEEE Xplore

Unsupervised document summarization using clusters of dependency graph nodes


Abstract:

In this paper, we investigate the problem of extractive single document summarization. We propose an unsupervised summarization method that is based on extracting and sco...Show More

Abstract:

In this paper, we investigate the problem of extractive single document summarization. We propose an unsupervised summarization method that is based on extracting and scoring keywords in a document and using them to find the sentences that best represent its content. Keywords are extracted and scored using clustering and dependency graphs of sentences. We test our method using different corpora including news, events and email corpora. We evaluate our method in the context of news summarization and email summarization tasks and compare the results with previously published ones.
Date of Conference: 27-29 November 2012
Date Added to IEEE Xplore: 24 January 2013
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Conference Location: Kochi, India

References

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