Automatic summarization

Known as: Auto-summarization, Auto-summarisation, Automatic summarisation 
Automatic summarization is the process of reducing a text document with a computer program in order to create a summary that retains the most… (More)
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2017
Review
2017
In recent years, there has been a explosion in the amount of text data from a variety of sources. This volume of text is an… (More)
Is this relevant?
Highly Cited
2006
Highly Cited
2006
The usual approach for automatic summarization is sentence extraction, where key sentences from the input documents are selected… (More)
  • table 2
  • table 3
  • table 4
  • table 5
  • table 6
Is this relevant?
Highly Cited
2004
Highly Cited
2004
ROUGE stands for Recall-Oriented Understudy for Gisting Evaluation. It includes measures to automatically determine the quality… (More)
  • table 1
  • table 2
  • table 3
Is this relevant?
Highly Cited
2004
Highly Cited
2004
We introduce a stochastic graph-based method for computing relative importance of textual units for Natural Language Processing… (More)
  • table 1
  • figure 1
  • figure 2
  • figure 3
  • table 2
Is this relevant?
Highly Cited
2002
Highly Cited
2002
Automatic summarization of open-domain spoken dialogues is a relatively new research area. This article introduces the task and… (More)
  • table 1
  • table 2
  • table 3
  • table 4
  • figure 1
Is this relevant?
Highly Cited
2000
Highly Cited
2000
In order to produce a good summary, one has to identify the most relevant portions of a given text. We describe in this paper a… (More)
  • figure 1
  • table 1
  • table 2
  • figure 2
  • table 3
Is this relevant?
Highly Cited
2000
Highly Cited
2000
We present a novel sentence reduction system for automatically removing extraneous phrases from sentences that are extracted from… (More)
  • figure 3
  • figure 2
  • figure 1
Is this relevant?
Highly Cited
1999
Highly Cited
1999
Summarization research is notorious for its lack of adequat e corpora: today, there exist only a few small collections of texts… (More)
  • figure 2
  • figure 3
  • figure 4
  • figure 6
  • figure 5
Is this relevant?
Highly Cited
1997
Highly Cited
1997
-In recent years, information retrieval techniques have been used for automatic generation of semantic hypertext links. This… (More)
  • figure I
  • figure 2
  • figure 3
  • figure 4
  • table 1
Is this relevant?
Highly Cited
1997
Highly Cited
1997
SUMMARIST is an attempt to create a robust automated text summarization system, based on the ‘equation’: summarization = topic… (More)
  • figure 1
  • figure 2
  • figure 3
Is this relevant?