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Modeling language constructs with fuzzy sets: some approaches, examples and interpretations

机译:用模糊集建模语言构造:一些方法,示例和解释

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We present and discuss a couple of approaches, including different types of projections, and some examples, discussing the use of fuzzy sets for modeling meaning of certain types of language constructs. We are mostly focusing on words other than adjectives and linguistic hedges as these categories are the most studied from before. We discuss logical and linguistic interpretations of membership functions. We argue that using fuzzy sets for modeling meaning of words and other natural language constructs, along with situations described with natural language is interesting both from purely linguistic perspective, and also as a meaning representation for problems of computational linguistics and natural language processing.
机译:我们提出并讨论了几种方法,包括不同类型的投影,以及一些示例,讨论了使用模糊集对某些类型的语言构造的含义进行建模的方法。我们主要关注形容词和语言对冲词以外的词,因为这些类别是以前研究最多的词。我们讨论隶属函数的逻辑和语言解释。我们认为,从纯粹的语言学角度来看,使用模糊集对单词和其他自然语言结构的含义进行建模以及自然语言所描述的情况是有趣的,这不仅是从语言学的角度来看,还是作为计算语言学和自然语言处理问题的含义表示。

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