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词形反映说话者努力与稳健听话者识别之间的权衡。

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

机构信息

Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology.

Departments of Psychology and Computer Science, Princeton University.

出版信息

Cogn Sci. 2024 Jul;48(7):e13478. doi: 10.1111/cogs.13478.

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.

摘要

认知压力如何塑造自然语言的词汇?在这里,我们在一个更普遍的框架内重新构建了 George Kingsley Zipf 提出的“缩写规律”,将其与影响说话者和听话者的认知压力联系起来。在这个新框架中,说话者减少努力的动力(Zipf 的提议)与低频词的词形需要足够独特以允许听话者准确识别相抗衡。为了支持这个框架,我们复制并扩展了最近使用亚词音位序列(音韵概率)来衡量说话者的产生努力而不是 Zipf 的长度度量的工作。在不同的语言和语料库中,音韵概率与词频的相关性比词长更强。我们还表明,这种言语产生的容易程度的度量(音韵概率)与一种感知难度的度量密切相关,该度量索引了在单词识别中来自替代解释的竞争程度。这与以下主张一致,即这两个因素之间必须权衡取舍,并且与最近的一项提议不一致,即音韵概率既有利于感知又有利于产生。据我们所知,这是第一个解释为什么长的、音韵上不太可能的词形仍然存在于自然语言词汇中的工作。

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