李浥尘,胡珀,王丽君. 基于神经网络的体育新闻自动生成研究[J]. 中文信息学报, 2018, 32(3): 77-83.
LI Yichen, HU Po, WANG Lijun. Sports News Generation Based on Neural Networks. , 2018, 32(3): 77-83.
基于神经网络的体育新闻自动生成研究
李浥尘,胡珀,王丽君
华中师范大学 计算机学院,湖北 武汉 430079
Sports News Generation Based on Neural Networks
LI Yichen, HU Po, WANG Lijun
School of Computer, Central China Normal University, Wuhan, Hubei 430079, China
Abstract：It is often time-consuming and laborious for a journalist to write sports news. In this paper, we propose a neural network model to automatically generate the sports news on the basis of the sports live scripts. The model avoids the manual feature extraction. Besides, it can also consider sentence-level information and global information within the script as well as the semantic relevance between sentences and corresponding news content in the scripts. The experimental results on the open data set verify the feasibility and effectiveness of the proposed method. In addition, we also try to generate the title of sports news based on rules and templates to extract the key content of it.
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2018, Vol. 32 
