基于C-R神经网络的生成式自动摘要方法

Generated Automatic Summary Method Based on C-R Neural Network

方法王玮(军事科学院研究生院北京100091)摘要文本自动摘要是一种利用计算机自动生成文本摘要的理论方法和技术。论文在对生成式自动摘要方法综述的基础上,提出了基于CNN和RNN混合神经网络的生成式自动摘要方法,对方法的思路进行了描述,并对原有方法和改进方法进行对比实验。实验结果表明,改进方法有更好的文本摘要生成效果。

Automatic text summary is a theoretical method and technology of generating text summary by computer.On the ba sis of the summary of the method of generating automatic summary,this paper puts forward a method of generating automatic summa ry based on CNN and RNN hybrid neural network,d escribes the idea of the method,and compares the original method and the im proved method.Experimental results show that the improved method has better effect of text summary.