A topic modeling based approach to novel document automatic summarization

作者：

Highlights：

• A topic model based approach for novel summarization is proposed.

• An importance evaluation function for sentence candidates is designed.

• A summary smoothing approach is presented to improve the summary readability.

摘要

•A topic model based approach for novel summarization is proposed.•An importance evaluation function for sentence candidates is designed.•A summary smoothing approach is presented to improve the summary readability.

论文关键词：Novel summarization,Topic modeling,Topic diversity,Compression ratio,Readability

论文评审过程：Received 8 January 2017, Revised 26 April 2017, Accepted 27 April 2017, Available online 3 May 2017, Version of Record 8 May 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.04.054