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学习还是无聊?句子处理实验中的任务适应效应。

Learning or Boredom? Task Adaptation Effects in Sentence Processing Experiments.

作者信息

Chromý Jan, Tomaschek Fabian

机构信息

Institute of Czech Language and Theory of Communication, Faculty of Arts, Charles University, Prague, Czechia.

University of Bern, Bern, Switzerland.

出版信息

Open Mind (Camb). 2024 Dec 15;8:1447-1468. doi: 10.1162/opmi_a_00173. eCollection 2024.

DOI:10.1162/opmi_a_00173
PMID:39717678
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11666283/
Abstract

Task adaptation, characterized by a progressive increase in speed throughout experimental trials, has been extensively observed across various paradigms. Yet, the underlying mechanisms driving this phenomenon remain unclear. According to the learning-based explanation, participants are implicitly learning, becoming more proficient over time. Conversely, a motivation-based view suggests that participants' drive wanes gradually, prompting quicker pace and reduced task engagement. These explanations offer distinct predictions. The learning-based view anticipates not only accelerated speed but also improved response accuracy. In contrast, the motivation-based view assumes that participants lose their focus, their pace increases, but their response accuracy tends to decline. The present study tests these implications in a series of six self-paced reading experiments investigating the interplay between reaction times, immediate recall, and trial order. Robust learning effects are documented. Participants not only read progressively faster during the experiments, but they also get better in responding. Moreover, an analysis of recall accuracy reveals systematic differences between different types of information, with nouns yielding substantially higher recall accuracy than adjectives. These findings are explained through attentional mechanisms: prolonged processing of specific words correlates with improved recall. Furthermore, the differential recall patterns are modulated by the task's question structure, with adjectives recalled more effectively in experiments with a higher proportion of adjective-targeting questions. This underscores participants' strategic allocation of attention to sentence components deemed crucial for task performance, highlighting the dynamic interplay between learning, motivation, and attentional mechanisms in task adaptation.

摘要

任务适应性表现为在整个实验过程中速度逐渐提高,这在各种范式中都得到了广泛观察。然而,驱动这一现象的潜在机制仍不清楚。根据基于学习的解释,参与者在隐性学习,随着时间的推移变得更加熟练。相反,基于动机的观点认为,参与者的动力逐渐减弱,促使他们加快速度并减少对任务的投入。这些解释提供了不同的预测。基于学习的观点不仅预期速度会加快,而且反应准确性也会提高。相比之下,基于动机的观点假设参与者会失去注意力,速度加快,但反应准确性往往会下降。本研究在一系列六个自主阅读实验中测试了这些影响,这些实验调查了反应时间、即时回忆和试验顺序之间的相互作用。记录了强大的学习效果。参与者不仅在实验过程中阅读速度逐渐加快,而且反应也变得更好。此外,对回忆准确性的分析揭示了不同类型信息之间的系统差异,名词的回忆准确性明显高于形容词。这些发现通过注意力机制得到了解释:对特定单词的长时间处理与更好的回忆相关。此外,不同的回忆模式受到任务问题结构的调节,在针对形容词的问题比例较高的实验中,形容词的回忆效果更好。这强调了参与者对被认为对任务表现至关重要的句子成分进行策略性注意力分配,突出了任务适应性中学习、动机和注意力机制之间的动态相互作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/38e5/11666283/69ef2d5580b6/opmi-08-1447-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/38e5/11666283/48178dd0cd68/opmi-08-1447-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/38e5/11666283/69ef2d5580b6/opmi-08-1447-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/38e5/11666283/48178dd0cd68/opmi-08-1447-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/38e5/11666283/e7494163aa1e/opmi-08-1447-g002.jpg
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本文引用的文献

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J Cogn Neurosci. 2024 Jun 1;36(6):1048-1070. doi: 10.1162/jocn_a_02145.
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The Keys to the Future? An Examination of Statistical Versus Discriminative Accounts of Serial Pattern Learning.未来的关键?对序列模式学习的统计与判别解释的考察。
Cogn Sci. 2024 Feb;48(2):e13404. doi: 10.1111/cogs.13404.
3
How trial-to-trial learning shapes mappings in the mental lexicon: Modelling lexical decision with linear discriminative learning.
从trial-to-trial 学习看心理词汇中的映射关系:用线性判别学习对词汇判断进行建模。
Cogn Psychol. 2023 Nov;146:101598. doi: 10.1016/j.cogpsych.2023.101598. Epub 2023 Sep 14.
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Garden-path sentences and the diversity of their (mis)representations.花园小径句及其(错误)表现的多样性。
PLoS One. 2023 Jul 18;18(7):e0288817. doi: 10.1371/journal.pone.0288817. eCollection 2023.
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Syntactic adaptation leads to updated knowledge for local structural frequencies.句法适配导致局部结构频率的更新知识。
Q J Exp Psychol (Hove). 2024 Feb;77(2):363-382. doi: 10.1177/17470218231172908. Epub 2023 Jun 2.
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Q J Exp Psychol (Hove). 2024 Jan;77(1):111-132. doi: 10.1177/17470218231159190. Epub 2023 Mar 26.
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Semantic Attraction in Sentence Comprehension.句子理解中的语义吸引
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Convergent probabilistic cues do not trigger syntactic adaptation: Evidence from self-paced reading.趋同概率线索不会引发句法适应:来自自定步速阅读的证据。
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