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大规模复制研究揭示了语言理解中概率预测的局限性。

Large-scale replication study reveals a limit on probabilistic prediction in language comprehension.

机构信息

Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands.

School of Philosophy, Psychology and Language Sciences, University of Edinburgh, Edinburgh, United Kingdom.

出版信息

Elife. 2018 Apr 3;7:e33468. doi: 10.7554/eLife.33468.

Abstract

Do people routinely pre-activate the meaning and even the phonological form of upcoming words? The most acclaimed evidence for phonological prediction comes from a 2005 publication by DeLong, Urbach and Kutas, who observed a graded modulation of electrical brain potentials (N400) to nouns and preceding articles by the probability that people use a word to continue the sentence fragment ('cloze'). In our direct replication study spanning 9 laboratories (=334), pre-registered replication-analyses and exploratory Bayes factor analyses successfully replicated the noun-results but, crucially, not the article-results. Pre-registered single-trial analyses also yielded a statistically significant effect for the nouns but not the articles. Exploratory Bayesian single-trial analyses showed that the article-effect may be non-zero but is likely far smaller than originally reported and too small to observe without very large sample sizes. Our results do not support the view that readers routinely pre-activate the phonological form of predictable words.

摘要

人们是否经常预先激活即将到来的单词的意义甚至语音形式?语音预测最令人信服的证据来自于 2005 年 DeLong、Urbach 和 Kutas 的一篇论文,他们观察到,人们使用一个词来延续句子片段(“完形填空”)的可能性对名词和前面的冠词的脑电潜力(N400)产生了渐变调节。在我们跨越 9 个实验室(=334)的直接复制研究中,预先注册的复制分析和探索性贝叶斯因子分析成功地复制了名词结果,但关键是没有复制冠词结果。预先注册的单试分析也对名词产生了统计学上显著的影响,但对冠词没有影响。探索性贝叶斯单试分析表明,冠词效应可能不为零,但很可能比最初报道的要小得多,如果没有非常大的样本量,就很难观察到。我们的结果不支持读者经常预先激活可预测单词的语音形式的观点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fad5/5896878/fa377786ece3/elife-33468-fig1.jpg

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