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Pazesh: A graph-based approach to increase readability of automatic text summaries

Mostafazadeh, N ; Sharif University of Technology | 2011

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  1. Type of Document: Article
  2. DOI: 10.1007/978-3-642-21043-3-38
  3. Publisher: 2011
  4. Abstract:
  5. Today, research on automatic text summarization challenges on readability factor as one of the most important aspects of summarizers' performance. In this paper, we present Pazesh: a language-independent graph-based approach for increasing the readability of summaries while preserving the most important content. Pazesh accomplishes this task by constructing a special path of salient sentences which passes through topic centroid sentences. The results show that Pazesh compares approvingly with previously published results on benchmark datasets
  6. Keywords:
  7. Automatic text summarization ; Benchmark datasets ; Centroid sentences ; Graph-based ; Artificial intelligence ; Computer vision ; Interfaces (computer) ; Intelligent robots
  8. Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 25 May 2011 through 27 May 2011, St. John's, NL ; Volume 6657 LNAI , 2011 , Pages 313-318 ; 03029743 (ISSN) ; 9783642210426 (ISBN)