Query-oriented unsupervised multi-document summarization via deep learning model

作者：

Highlights：

• First attempt of deep learning for query-oriented multi-document summarization.

• Novel algorithm pushes out important concepts layer by layer effectively.

• Confirm excellent extraction ability under unsupervised learning framework.

摘要

•First attempt of deep learning for query-oriented multi-document summarization.•Novel algorithm pushes out important concepts layer by layer effectively.•Confirm excellent extraction ability under unsupervised learning framework.

论文关键词：Deep learning,Query-oriented summarization,Multi-document,Neocortex simulation

论文评审过程：Available online 15 June 2015, Version of Record 16 July 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.05.034