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仍存疑虑:再探可疑巧合效应

Still Suspicious: The Suspicious-Coincidence Effect Revisited.

作者信息

Lewis Molly L, Frank Michael C

机构信息

1 Computation Institute, University of Chicago.

2 Department of Psychology, University of Wisconsin-Madison.

出版信息

Psychol Sci. 2018 Oct 15:956797618794931. doi: 10.1177/0956797618794931.

Abstract

Imagine hearing someone call a particular dalmatian a "dax." The meaning of the novel noun dax is ambiguous between the subordinate meaning (dalmatian) and the basic-level meaning (dog). Yet both children and adults successfully learn noun meanings at the intended level of abstraction from similar evidence. Xu and Tenenbaum (2007a) provided an explanation for this apparent puzzle: Learners assume that examples are sampled from the true underlying category (strong sampling), making cases in which there are more observed exemplars more consistent with a subordinate meaning than cases in which there are fewer exemplars (the suspicious-coincidence effect). Authors of more recent work (Spencer, Perone, Smith, & Samuelson, 2011) have questioned the relevance of this finding, however, arguing that the effect occurs only when the examples are presented to the learner simultaneously. Across a series of 12 experiments ( N = 600), we systematically manipulated several experimental parameters that varied across previous studies, and we successfully replicated the findings of both sets of authors. Taken together, our data suggest that the suspicious-coincidence effect in fact is robust to presentation timing of examples but is sensitive to another factor that varied in the Spencer et al. (2011) experiments, namely, trial order. Our work highlights the influence of pragmatics on behavior in experimental tasks.

摘要

想象一下,听到有人把一只特定的斑点狗叫做“dax”。这个新名词“dax”的含义在从属意义(斑点狗)和基本层次意义(狗)之间是模糊的。然而,儿童和成年人都能从类似的证据中成功地学习到预期抽象层次的名词意义。Xu和Tenenbaum(2007a)对这个明显的谜题给出了解释:学习者假设例子是从真正的潜在类别中抽样出来的(强抽样),这使得观察到的例子较多的情况比例子较少的情况更符合从属意义(可疑巧合效应)。然而,近期研究的作者(Spencer、Perone、Smith和Samuelson,2011)对这一发现的相关性提出了质疑,他们认为只有当例子同时呈现给学习者时,这种效应才会出现。在一系列12个实验(N = 600)中,我们系统地操纵了先前研究中变化的几个实验参数,并成功地重复了两组作者的发现。综合来看,我们的数据表明,可疑巧合效应实际上对例子的呈现时间具有鲁棒性,但对Spencer等人(2011)实验中变化的另一个因素即试验顺序敏感。我们的研究突出了语用学对实验任务中行为的影响。

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