Automatic evaluation of summary on fidelity, conciseness and coherence for text summarization based on semantic link network

作者：

Highlights：

• Automatic and accurate evaluation of summary is a key problem of text summarization research.

• A framework for evaluating summary from fidelity, conciseness, and coherence.

• An evaluation method based on the semantic link network representation of text.

• The semantic link network plays an important role in representing and analyzing texts.

摘要

•Automatic and accurate evaluation of summary is a key problem of text summarization research.•A framework for evaluating summary from fidelity, conciseness, and coherence.•An evaluation method based on the semantic link network representation of text.•The semantic link network plays an important role in representing and analyzing texts.

论文关键词：Text Summarization,Evaluation method,Semantic link network,Text modelling,Nature language processing

论文评审过程：Received 16 September 2021, Revised 21 April 2022, Accepted 4 June 2022, Available online 13 June 2022, Version of Record 17 June 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117777