Deep submodular network: An application to multi-document summarization

作者：

Highlights：

• Introducing a deep architecture that computes a sub modular function.

• Proof of properties of the proposed architecture.

• Introducing an extractive summarizer based on the proposed architecture.

摘要

•Introducing a deep architecture that computes a sub modular function.•Proof of properties of the proposed architecture.•Introducing an extractive summarizer based on the proposed architecture.

论文关键词：Deep submodular network,Deep learning,Submodularity,Multi-document summarization,Extractive document summarization

论文评审过程：Received 24 December 2019, Revised 25 February 2020, Accepted 16 March 2020, Available online 30 March 2020, Version of Record 7 April 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113392