Spreading semantic information by Word Sense Disambiguation

作者：

Highlights：

• A Word Sense Disambiguation (WSD) knowledge-based system is presented.

• A multidimensional network obtained from different lexical resources is described.

• A detailed description of graph creation and algorithms used is provided.

• A detailed comparative among relevant WSD approaches is presented.

• An extensive evaluation and analysis of the obtained results is provided.

• A description about the benefits of this WSD proposal in other Natural Language Processing tasks is provided.

摘要

•A Word Sense Disambiguation (WSD) knowledge-based system is presented.•A multidimensional network obtained from different lexical resources is described.•A detailed description of graph creation and algorithms used is provided.•A detailed comparative among relevant WSD approaches is presented.•An extensive evaluation and analysis of the obtained results is provided.•A description about the benefits of this WSD proposal in other Natural Language Processing tasks is provided.

论文关键词：Natural language processing,Graph-based,Knowledge-based,Word Sense Disambiguation,Pagerank

论文评审过程：Received 27 October 2016, Revised 5 June 2017, Accepted 8 June 2017, Available online 9 June 2017, Version of Record 24 July 2017.

论文官网地址：https://doi.org/10.1016/j.knosys.2017.06.013