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Training a Selection Function for Extraction

by: Chin-Yew Lin

In: Proc. ACM conference on Information and Knowledge Management CIKM (1999) , p. 8 pages.

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URL:	http://research.microsoft.com/~cyl/publication.aspx

In this paper we compare performance of several heuristics in generating informative generic/query-oriented extracts for newspaper articles in order to learn how topic prominence affects the performance of each heuristic. We study how different query types can affect the performance of each heuristic and discuss the possibility of using machine learning algorithms to automatically learn good combination functions to combine several heuristics. We also briefly describe the design, implementation, and performance of a multilingual text summarization system SUMMARIST.

BibTeX record

@inproceedings{Lin:1999,
  abstract = {In this paper we compare performance of several heuristics in generating informative generic/query-oriented extracts for newspaper articles in order to learn how topic prominence affects the performance of each heuristic. We study how different query types can affect the performance of each heuristic and discuss the possibility of using machine learning algorithms to automatically learn good combination functions to combine several heuristics. We also briefly describe the design, implementation, and performance of a multilingual text summarization system SUMMARIST.},
  added-at = {2008-03-19T05:51:36.000+0100},
  author = {Lin, Chin-Yew},
  biburl = {http://www.bibsonomy.org/bibtex/2103f4c7b257c1be81ae26cc98c382710/diego_ma},
  booktitle = {Proc. ACM conference on Information and Knowledge Management (CIKM)},
  interhash = {ce05b617ef5a9b4df92ce72415a986ec},
  intrahash = {103f4c7b257c1be81ae26cc98c382710},
  keywords = {summarisation COMP448},
  pages = {8 pages},
  timestamp = {2008-03-19T05:51:36.000+0100},
  title = {Training a Selection Function for Extraction},
  url = {http://research.microsoft.com/~cyl/publication.aspx},
  year = 1999
}

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BibSonomy :: publication ::

Training a Selection Function for Extraction

Resources (URL, PDF, PS...)

Abstract

BibTeX record

Endnote record