Generating Update Summaries: Using an Unsupervized Clustering Algorithm to Cluster Sentences (bibtex)
by
Abstract:
This article presents a summarization system dedicated to update summarization. We first present the method on which this system is based, CBSEAS, and its adaptation to the update summarization task. Generating update summaries is a far more complicated task than generating ``standard'' summaries. We describe TAC 2009 ``Update Task'', used to evaluate the system. This international evaluation campaign allowed us to compare our system to other automatic summarization systems. The results obtained were mixed: our system ranked among the first quarter for informational content, but only above average for linguistic quality.
Reference:
Generating Update Summaries: Using an Unsupervized Clustering Algorithm to Cluster Sentences (Aurélien Bossard), Chapter in (Thierry Poibeau, Horacio Saggion, Jakub Piskorski, Roman Yangarber, eds.), Springer Berlin Heidelberg, 2013.
Bibtex Entry:
@Inbook{bossard:2013:Springer,
author="Bossard, Aur{\'e}lien",
editor="Poibeau, Thierry
and Saggion, Horacio
and Piskorski, Jakub
and Yangarber, Roman",
title="Generating Update Summaries: Using an Unsupervized Clustering Algorithm to Cluster Sentences",
bookTitle="Multi-source, Multilingual Information Extraction and Summarization",
year="2013",
publisher="Springer Berlin Heidelberg",
address="Berlin, Heidelberg",
pages="205--227",
abstract="This article presents a summarization system dedicated to update summarization. We first present the method on which this system is based, CBSEAS, and its adaptation to the update summarization task. Generating update summaries is a far more complicated task than generating ``standard'' summaries. We describe TAC 2009 ``Update Task'', used to evaluate the system. This international evaluation campaign allowed us to compare our system to other automatic summarization systems. The results obtained were mixed: our system ranked among the first quarter for informational content, but only above average for linguistic quality.",
isbn="978-3-642-28569-1",
doi="10.1007/978-3-642-28569-1_10",
url="http://dx.doi.org/10.1007/978-3-642-28569-1_10"
}
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