Using Gene Expression Programming to Construct Sentence Ranking Functions for Text Summarization

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@InProceedings{ZhuliXie:2004:COLING,
  author =       "Zhuli Xie and Xin Li and Barbara {Di Eugenio} and 
                 Weimin Xiao and Thomas M. Tirpak and Peter C. Nelson",
  title =        "Using Gene Expression Programming to Construct
                 Sentence Ranking Functions for Text Summarization",
  booktitle =    "Proceedings of the 20th International Conference on
                 Computational Linguistics, COLING-2004",
  year =         "2004",
  pages =        "1381--1384",
  address =      "Geneva, Switzerland",
  month =        "23-27 " # aug,
  keywords =     "genetic algorithms, genetic programming, Gene
                 Expression Programming",
  URL =          "http://www.cs.uic.edu/~xli1/papers/GEPSentenceRankingFunc(COLING04).pdf",
  abstract =     "we consider the automatic text summarisation as a
                 challenging task of machine learning. We proposed a
                 novel summarization system architecture which employs
                 Gene Expression Programming technique as its learning
                 mechanism. The preliminary experimental results have
                 shown that our prototype system outperforms the
                 baseline systems.",
  notes =        "http://www.issco.unige.ch/coling2004/",
}

Genetic Programming entries for Zhuli Xie Xin Li Barbara Di Eugenio Weimin Xiao Thomas M Tirpak Peter C Nelson

Citations