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