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How meaning similarity influences ambiguous word processing: the current state of the literature

机译:含义相似性如何影响模棱两可的文字处理:文学的现状

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摘要

The majority of words in the English language do not correspond to a single meaning, but rather correspond to two or more unrelated meanings (i.e., are homonyms) or multiple related senses (i.e., are polysemes). It has been proposed that the different types of “semantically-ambiguous words” (i.e., words with more than one meaning) are processed and represented differently in the human mind. Several review papers and books have been written on the subject of semantic ambiguity (e.g., ; ; ; , ; ). However, several more recent studies (e.g., ; ; ; ) have investigated the role of the semantic similarity between the multiple meanings of ambiguous words on processing and representation, whereas this was not the emphasis of previous reviews of the literature. In this review, we focus on the current state of the semantic ambiguity literature that examines how different types of ambiguous words influence processing and representation. We analyze the consistent and inconsistent findings reported in the literature and how factors such as semantic similarity, meaning/sense frequency, task, timing, and modality affect ambiguous word processing. We discuss the findings with respect to recent parallel distributed processing (PDP) models of ambiguity processing (, ; ). Finally, we discuss how experience/instance-based models (e.g., ; ) can inform a comprehensive understanding of semantic ambiguity resolution.
机译:英语中的大多数单词不对应于单个含义,而是对应于两个或更多个不相关的含义(即,同音异义词)或多个相关的意义(即,多义词)。已经提出,在人脑中处理和表示不同类型的“语义模糊的单词”(即,具有多个含义的单词)。已经针对语义歧义性主题撰写了几篇评论论文和书籍(例如;;;;;)。但是,最近的一些研究(例如;;;)已经研究了歧义词的多种含义之间的语义相似性对处理和表示的作用,而这并不是先前文献综述的重点。在这篇综述中,我们关注语义歧义文献的当前状态,该文献研究了不同类型的歧义词如何影响处理和表示。我们分析了文献中报道的一致和不一致的发现,以及语义相似性,含义/感觉频率,任务,时间和情态等因素如何影响歧义词处理。我们讨论有关歧义处理(,;)的最新并行分布式处理(PDP)模型的发现。最后,我们讨论了基于经验/实例的模型(例如;)如何能够全面理解语义歧义解决方案。

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