Assessing shallow sentence scoring techniques and combinations for single and multi-document summarization

作者:

Highlights:

• We investigate eighteen shallow sentence scoring techniques and ensemble strategies.

• Experiments were performed in several datasets for single- and multi-document task.

• Ensemble strategies lead to improvements over the individual scoring techniques.

• Ensembles that perform competitively against the state-of-the-art were identified.

摘要

•We investigate eighteen shallow sentence scoring techniques and ensemble strategies.•Experiments were performed in several datasets for single- and multi-document task.•Ensemble strategies lead to improvements over the individual scoring techniques.•Ensembles that perform competitively against the state-of-the-art were identified.

论文关键词:Automatic text summarization,Extractive-based approaches,Sentence scoring techniques,Single-document summarization,Multi-document summarization

论文评审过程:Received 22 April 2016, Revised 20 June 2016, Accepted 4 August 2016, Available online 9 August 2016, Version of Record 13 August 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.08.030