MSC+: Language pattern learning for word sense induction and disambiguation

作者：

Highlights：

• The use of fuzzy lexico-semantic patterns in WSI/WSD systems.

• The use of Morpho-semantic Components (MSC) in WSI/WSD systems.

• An algorithm to mining sequences of MSC.

• Two methods implemented as a prototype to evaluate the proposed approach.

• Experimental results showing improvements over existing methods.

摘要

•The use of fuzzy lexico-semantic patterns in WSI/WSD systems.•The use of Morpho-semantic Components (MSC) in WSI/WSD systems.•An algorithm to mining sequences of MSC.•Two methods implemented as a prototype to evaluate the proposed approach.•Experimental results showing improvements over existing methods.

论文关键词：Lexical semantics,Information extraction,Linguistic pattern mining,Word sense induction,Word sense disambiguation

论文评审过程：Received 16 January 2019, Revised 29 August 2019, Accepted 30 August 2019, Available online 4 September 2019, Version of Record 20 January 2020.

论文官网地址：https://doi.org/10.1016/j.knosys.2019.105017