Information entropy facilitates (not impedes) lexical processing during language comprehension.

IF 3.2 3区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Psychonomic Bulletin & Review Pub Date : 2024-10-01 Epub Date: 2024-02-15 DOI:10.3758/s13423-024-02463-x
Hossein Karimi, Pete Weber, Jaden Zinn
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Abstract

It is well known that contextual predictability facilitates word identification, but it is less clear whether the uncertainty associated with the current context (i.e., its lexical entropy) influences sentence processing. On the one hand, high entropy contexts may lead to interference due to greater number of lexical competitors. On the other hand, predicting multiple lexical competitors may facilitate processing through the preactivation of shared semantic features. In this study, we examined whether entropy measured at the trial level (i.e., for each participant, for each item) corresponds to facilitatory or inhibitory effects. Trial-level entropy captures each individual's knowledge about specific contexts and is therefore a more valid and sensitive measure of entropy (relative to the commonly employed item-level entropy). Participants (N = 112) completed two experimental sessions (with counterbalanced orders) that were separated by a 3- to 14-day interval. In one session, they produced up to 10 completions for sentence fragments (N = 647). In another session, they read the same sentences including a target word (whose entropy value was calculated based on the produced completions) while reading times were measured. We observed a facilitatory (not inhibitory) effect of trial-level entropy on lexical processing over and above item-level measures of lexical predictability (including cloze probability, surprisal, and semantic constraint). Extra analyses revealed that greater semantic overlap between the target and the produced responses facilitated target processing. Thus, the results lend support to theories of lexical prediction maintaining that prediction involves broad activation of semantic features rather than activation of full lexical forms.

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信息熵促进(而非阻碍)语言理解过程中的词汇处理。
众所周知,上下文的可预测性有助于单词识别,但与当前上下文相关的不确定性(即词汇熵)是否会影响句子处理则不太清楚。一方面,高熵上下文可能会由于更多的词汇竞争者而导致干扰。另一方面,预测多个词汇竞争者可能会通过预先激活共享语义特征来促进句子加工。在本研究中,我们考察了在试验水平(即针对每个参与者、每个项目)测量的熵是否对应于促进或抑制效应。试验水平的熵捕捉了每个人对特定语境的了解,因此是一种更有效、更灵敏的熵测量方法(相对于常用的项目水平熵)。参与者(N = 112)完成了两个实验环节(顺序平衡),这两个环节之间相隔 3 到 14 天。在一个环节中,他们最多完成 10 个句子片段(N = 647)。在另一个环节中,他们在测量阅读时间的同时,阅读了包含目标词的相同句子(目标词的熵值是根据所生成的补语计算得出的)。我们观察到,在词汇可预测性的项目水平测量(包括掐词概率、意外和语义限制)之上,试验水平的熵对词汇加工有促进作用(而非抑制作用)。额外的分析表明,目标和产生的反应之间更大的语义重叠有利于目标加工。因此,这些结果支持了词汇预测理论,即预测涉及语义特征的广泛激活,而不是完整词汇形式的激活。
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来源期刊
CiteScore
6.70
自引率
2.90%
发文量
165
期刊介绍: The journal provides coverage spanning a broad spectrum of topics in all areas of experimental psychology. The journal is primarily dedicated to the publication of theory and review articles and brief reports of outstanding experimental work. Areas of coverage include cognitive psychology broadly construed, including but not limited to action, perception, & attention, language, learning & memory, reasoning & decision making, and social cognition. We welcome submissions that approach these issues from a variety of perspectives such as behavioral measurements, comparative psychology, development, evolutionary psychology, genetics, neuroscience, and quantitative/computational modeling. We particularly encourage integrative research that crosses traditional content and methodological boundaries.
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