Using gene expression programming to construct sentence ranking functions for text summarization
Zhuli Xie, Xin Yan Li, Barbara Di Eugenio, Peter C. Nelson, Weimin Xiao, Thomas M. Tirpak · 2004
In this paper, we consider the automatic text summarization 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.