A Quantitative and Qualitative Assessment of Automatic Text Summarization Systems

Text summarization is the process of automatically creating a shorter version of one or more text documents. This paper presents a qualitative and quantitative assessment of the 22 state-of-the-art extractive summarization systems using the CNN corpus, a dataset of 3,000 news articles.

[1]  Annapurna P. Patil,et al.  Automatic text summarizer , 2014, 2014 International Conference on Advances in Computing, Communications and Informatics (ICACCI).

[2]  Hans Peter Luhn,et al.  The Automatic Creation of Literature Abstracts , 1958, IBM J. Res. Dev..

[3]  Hercules Dalianis,et al.  From SweSum to ScandSum- Automatic text summarization for the , 2002 .

[4]  Velina Slavova,et al.  ON THE OPEN TEXT SUMMARIZER , 2017 .

[5]  Qin Lu,et al.  A Study on Position Information in Document Summarization , 2010, COLING.

[6]  Rafael Dueire Lins,et al.  A Context Based Text Summarization System , 2014, 2014 11th IAPR International Workshop on Document Analysis Systems.

[7]  Chin-Yew Lin,et al.  ROUGE: A Package for Automatic Evaluation of Summaries , 2004, ACL 2004.

[8]  Karel Jezek,et al.  Text Summarization and Singular Value Decomposition , 2004, ADVIS.

[9]  Ani Nenkova,et al.  A Survey of Text Summarization Techniques , 2012, Mining Text Data.

[10]  H. Dalianis,et al.  1 From SweSum to ScandSum-Automatic text summarization for the Scandinavian languages , 2003 .

[11]  Elena Lloret,et al.  Text summarisation in progress: a literature review , 2011, Artificial Intelligence Review.

[12]  Dou Shen.  Text Summarization , 2009, Encyclopedia of Database Systems.

[13]  George D. C. Cavalcanti,et al.  Assessing sentence scoring techniques for extractive text summarization , 2013, Expert Syst. Appl..

[14]  Elena Lloret,et al.  COMPENDIUM: A text summarization system for generating abstracts of research papers , 2013, Data Knowl. Eng..

[15]  Karen Spärck Jones.  Automatic summarising: The state of the art , 2007, Inf. Process. Manag..