It focuses on either annotating corpus with discourse information (Al-saif and Market, 2010) or proposing taxonomies of discourse relations (Khalifa et al., 2012).
it is not possible to profit, in Arabic language, from an automatic generated discourse structure or an automatic recognition of discourse relations to improve sentiment classification.