The organization of semantic associations between senses in language

IF 1.1 3区 心理学 0 LANGUAGE & LINGUISTICS
Jorge A. Alvarado, Carlos Velasco, Alejandro Salgado
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引用次数: 0

Abstract

Distributional semantic representations were used to investigate crossmodal correspondences within language, offering a comprehensive analysis of how sensory experiences interconnect in linguistic constructs. By computing semantic proximity between words from different sensory modalities, a crossmodal semantic network was constructed, providing a general view of crossmodal correspondences in the English language. Community detection techniques were applied to unveil domains of experience where crossmodal correspondences were likely to manifest, while also considering the role of affective dimensions in shaping these domains. The study revealed the existence of an architecture of structured domains of experience in language, whereby crossmodal correspondences are deeply embedded. The present research highlights the roles of emotion and statistical associations in the organization of sensory concepts across modalities in language. The domains identified, including food, the body, the physical world and emotions/values, underscored the intricate interplay between the senses, emotion and semantic patterns. These findings align with the embodied lexicon hypothesis and the semantic coding hypothesis, emphasizing the capacity of language to capture and reflect crossmodal correspondences’ emotional and perceptual subtleties in the form of networks, while also revealing opportunities for further perceptual research on crossmodal correspondences and multisensory integration.

语言中感官之间的语义关联组织
分布式语义表征被用来研究语言中的跨模态对应关系,从而全面分析语言结构中的感官体验是如何相互关联的。通过计算来自不同感官模式的词语之间的语义接近度,构建了一个跨模态语义网络,为英语语言中的跨模态对应提供了一个总体视图。研究还应用了群体检测技术,以揭示可能出现跨模态对应的经验领域,同时还考虑了情感维度在塑造这些领域中的作用。这项研究揭示了语言中存在着结构化的经验域结构,跨模态对应在其中根深蒂固。本研究强调了情感和统计关联在组织语言中跨模态感官概念中的作用。所确定的领域包括食物、身体、物理世界和情感/价值观,强调了感官、情感和语义模式之间错综复杂的相互作用。这些发现与具身词典假说和语义编码假说相吻合,强调了语言以网络形式捕捉和反映跨模态对应的情感和知觉微妙之处的能力,同时也揭示了对跨模态对应和多感官整合进行进一步知觉研究的机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.20
自引率
0.00%
发文量
34
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