语言生产中可用性效应的信息论解释

IF 2.9 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Topics in Cognitive Science Pub Date : 2024-01-01 Epub Date: 2023-12-25 DOI:10.1111/tops.12716
Richard Futrell
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引用次数: 0

摘要

我从信息论和控制论的结合角度提出了一个语言生产的计算层面模型,在这个模型中,单词的选择是渐进的,目的是在信息论能力约束条件下实现交际价值的最大化。该理论通常预测,语言生成的难易程度与交际的准确性之间存在权衡。我将这一理论应用于语言生产中两个明显的可得性效应案例,在这两个案例中,单词的选择是基于它们对说话者的可得性,而说话者尚未完美地计划好语篇的其余部分。通过使用英语相对从句补语丢弃的语料库数据和普通话名词分类器选择的实验数据,我证明了该理论重现了观察到的现象,提供了统一信息密度的替代解释,以及与计算神经科学的新兴理论紧密联系的、有前途的语言生产通用模型。
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An Information-Theoretic Account of Availability Effects in Language Production.

I present a computational-level model of language production in terms of a combination of information theory and control theory in which words are chosen incrementally in order to maximize communicative value subject to an information-theoretic capacity constraint. The theory generally predicts a tradeoff between ease of production and communicative accuracy. I apply the theory to two cases of apparent availability effects in language production, in which words are selected on the basis of their accessibility to a speaker who has not yet perfectly planned the rest of the utterance. Using corpus data on English relative clause complementizer dropping and experimental data on Mandarin noun classifier choice, I show that the theory reproduces the observed phenomena, providing an alternative account to Uniform Information Density and a promising general model of language production which is tightly linked to emerging theories in computational neuroscience.

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来源期刊
Topics in Cognitive Science
Topics in Cognitive Science PSYCHOLOGY, EXPERIMENTAL-
CiteScore
8.50
自引率
10.00%
发文量
52
期刊介绍: Topics in Cognitive Science (topiCS) is an innovative new journal that covers all areas of cognitive science including cognitive modeling, cognitive neuroscience, cognitive anthropology, and cognitive science and philosophy. topiCS aims to provide a forum for: -New communities of researchers- New controversies in established areas- Debates and commentaries- Reflections and integration The publication features multiple scholarly papers dedicated to a single topic. Some of these topics will appear together in one issue, but others may appear across several issues or develop into a regular feature. Controversies or debates started in one issue may be followed up by commentaries in a later issue, etc. However, the format and origin of the topics will vary greatly.
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