Word Forms Reflect Trade-Offs Between Speaker Effort and Robust Listener Recognition

IF 2.3 2区 心理学 Q2 PSYCHOLOGY, EXPERIMENTAL
Stephan C. Meylan, Thomas L. Griffiths
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Abstract

How do cognitive pressures shape the lexicons of natural languages? Here, we reframe George Kingsley Zipf's proposed “law of abbreviation” within a more general framework that relates it to cognitive pressures that affect speakers and listeners. In this new framework, speakers' drive to reduce effort (Zipf's proposal) is counteracted by the need for low-frequency words to have word forms that are sufficiently distinctive to allow for accurate recognition by listeners. To support this framework, we replicate and extend recent work using the prevalence of subword phonemic sequences (phonotactic probability) to measure speakers' production effort in place of Zipf's measure of length. Across languages and corpora, phonotactic probability is more strongly correlated with word frequency than word length. We also show this measure of ease of speech production (phonotactic probability) is strongly correlated with a measure of perceptual difficulty that indexes the degree of competition from alternative interpretations in word recognition. This is consistent with the claim that there must be trade-offs between these two factors, and is inconsistent with a recent proposal that phonotactic probability facilitates both perception and production. To our knowledge, this is the first work to offer an explanation why long, phonotactically improbable word forms remain in the lexicons of natural languages.

Abstract Image

词形反映了说话者的努力与强大的听者识别之间的权衡。
认知压力是如何塑造自然语言词典的?在此,我们将乔治-金斯利-齐普夫(George Kingsley Zipf)提出的 "缩略法则 "重新纳入一个更广泛的框架,将其与影响说话者和听话者的认知压力联系起来。在这一新的框架中,由于低频词需要有足够独特的词形才能被听者准确识别,这就抵消了说话者减少努力的动力(齐普夫的提议)。为了支持这一框架,我们复制并扩展了最近的研究成果,使用子词音位序列的普遍性(音位概率)来衡量说话者的生产努力,以取代齐普夫的长度衡量方法。在各种语言和语料库中,音位概率与词频的相关性比与词长的相关性更强。我们还表明,这种衡量语音生成难易程度的方法(语音战术概率)与衡量感知难度的方法密切相关,而感知难度则反映了在单词识别过程中来自其他解释的竞争程度。这与 "这两个因素之间必须有所权衡 "的说法是一致的,而与最近提出的 "语音战术概率同时促进感知和语音生成 "的说法不一致。据我们所知,这是第一项能解释为什么长的、语音学上不可能的词形会保留在自然语言的词典中的研究。
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
Cognitive Science
Cognitive Science PSYCHOLOGY, EXPERIMENTAL-
CiteScore
4.10
自引率
8.00%
发文量
139
期刊介绍: Cognitive Science publishes articles in all areas of cognitive science, covering such topics as knowledge representation, inference, memory processes, learning, problem solving, planning, perception, natural language understanding, connectionism, brain theory, motor control, intentional systems, and other areas of interdisciplinary concern. Highest priority is given to research reports that are specifically written for a multidisciplinary audience. The audience is primarily researchers in cognitive science and its associated fields, including anthropologists, education researchers, psychologists, philosophers, linguists, computer scientists, neuroscientists, and roboticists.
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