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Verb-resultative complement “住 (zhu)” and “着 (zhao)” are divided into result complement and phase complement in Chinese. The results of synchronic and diachronic studies show that “着 (zhao)” continues to evolve into an aspect auxiliary after grammaticalization to phase complement, while “着 (zhao)” still stays as a phase complement. In generative grammar, functional category is the core of resultative constructions, so it is the cause of grammatical evolution. The resultative complement and the phase complement are introduced by the two functional categories of Bec and Path respectively. The former determines the achievement meaning of the resultative construction, and the latter determines the path or stage meaning of the resultative construction. [ABSTRACT FROM AUTHOR]

As an important research direction in text mining, this paper widely studied unsupervised and weak supervised generative models in text sentiment classification. It described the definition, classification and development of the generative model in text sentiment classification, focused on the relationship between the different generative sentiment models, with introduced the most representative models. Furthermore, it summarized the trends of the generative model and development in the future. [ABSTRACT FROM AUTHOR]