Using distributional semantics to study syntactic productivity in diachrony: A case study 论文

2016Linguistics引用 240顶会
Natural Language Processing TechniquesLanguage and cultural evolutionTopic Modeling

摘要

Abstract This paper investigates syntactic productivity in diachrony with a data-driven approach. Previous research indicates that syntactic productivity (the property of grammatical constructions to attract new lexical fillers) is largely driven by semantics, which calls for an operationalization of lexical meaning in the context of empirical studies. It is suggested that distributional semantics can fulfill this role by providing a measure of semantic similarity between words that is derived from lexical co-occurrences in large text corpora. On the basis of a case study of the construction “V

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