A hybrid possibilistic approach for Arabic full morphological disambiguation

作者:

Highlights:

• We perform Arabic morphological disambiguation on unlabeled vocalized corpora.

• We experiment possibilistic measures for imprecise morphological data classification.

• We assess the impact of a reweighting model and the integration of linguistic rules.

• We propose and evaluate an approach for Out-of-Vocabulary word disambiguation.

摘要

•We perform Arabic morphological disambiguation on unlabeled vocalized corpora.•We experiment possibilistic measures for imprecise morphological data classification.•We assess the impact of a reweighting model and the integration of linguistic rules.•We propose and evaluate an approach for Out-of-Vocabulary word disambiguation.

论文关键词:Arabic morphological disambiguation,Possibilistic classification,Imperfect data,Linguistic rules,Out-of-Vocabulary word analysis

论文评审过程:Received 15 January 2015, Revised 18 June 2015, Accepted 21 June 2015, Available online 27 June 2015, Version of Record 6 November 2015.

论文官网地址:https://doi.org/10.1016/j.datak.2015.06.008