Updating constructions: additive effects of prior and current experience during sentence production.

Updating constructions: additive effects of prior and current experience during sentence production.
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DOI:
10.1515/cog-2022-0020
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发表时间:
2023-08
影响因子:
1.7
通讯作者:
Levshina, Natalia
Levshina, Natalia
中科院分区:
人文科学3区
文献类型:
--
作者:
Thothathiri, Malathi;Levshina, Natalia

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虽然更早的工作表明,以前的动词偏见从终身的语言经验影响语言处理,最近的研究结果强调了一个事实,即动词偏见在实验室为基础的曝光会议也影响处理。我们研究了更新的性质,即, 先前和当前的经验在指导随后的句子生成方面如何相互作用。参与者接受了一个简短的培训课程,我们操纵已知的英语与格动词的偏见。使用语料库估计每个动词的双宾语(DO)与介词宾语(PO)与格的先验偏差。目前的动词偏见抵消和控制实验。贝叶斯混合效应逻辑模型的参与者的反应(DO或PO)在随后的自由选择生产表明,无论是以前和现在的动词偏见影响扬声器的建设选择。这些影响是加性的,而不是相互作用的,与基于错误的学习模型的预测相反。与其他动词的语义相似性及其实验操纵的偏见影响句子的产生,与基于项目的类比和范例理论相一致。这些结果揭示了潜在的机制,语言更新和适应的句子生产正在进行的经验。
While much earlier work has indicated that prior verb bias from lifelong language experience influences language processing, recent findings highlight the fact that verb biases induced during lab-based exposure sessions also influence processing. We investigated the nature of updating, i.e., how prior and current experience might interact in guiding subsequent sentence production. Participants underwent a short training session where we manipulated the bias of known English dative verbs. The prior bias of each verb for the double-object (DO) versus the prepositional-object (PO) dative was estimated using a corpus. Current verb bias was counterbalanced and controlled experimentally. Bayesian mixed-effects logistic models of participants’ responses (DO or PO) during subsequent free-choice production showed that both the prior and current verb biases affected speakers’ construction choice. These effects were additive and not interactive, contrary to the prediction from error-based learning models. Semantic similarity to other verbs and their experimentally manipulated biases influenced sentence production, consistent with item-based analogy and exemplar theory. These results shed light on the potential mechanisms underlying language updating and the adaptation of sentence production to ongoing experience.
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