基于错误的语言内隐学习:重复范式中句子语境和约束的影响

Alice Hodapp, Milena Rabovsky
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摘要

预测错误驱动语言的内隐学习,但这些影响的具体机制仍然存在争议。这个问题在脑电图(EEG)研究中得到了解决,该研究操纵了重复的不可预测单词的上下文(重复完整的句子或在新句子上下文中重复单词)和句子约束。对于句子约束的操作,意外词被呈现在高约束(引出精确的预测)或低约束(不引出任何特定的预测)的句子中。重复诱发的N400振幅和alpha/beta频带功率的下降,在句子语境中重复的单词比在新的低约束语境中重复的单词更大,这表明内隐学习不仅发生在单个项目的水平上,而且还提高了基于句子的预测。这些对重复句子的处理好处在不同的约束条件下没有差异,这表明基于句子的预测更新可能与未预测的语义信息的数量成正比,而不是与被违反的预测的精度成正比。此外,高约束预测违规的后果,反映在正面正性和增加的θ波段功率上,随着重复而减少。总的来说,我们的研究结果表明了一种强大而特定的适应机制,它允许语言系统在处理意外语义信息时快速适应其预测,而不受句子约束,并降低违反强预测的潜在成本。
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Error-based implicit learning in language: the effect of sentence context and constraint in a repetition paradigm
Prediction errors drive implicit learning in language, but the specific mechanisms underlying these effects remain debated. This issue was addressed in an electroencephalogram (EEG) study manipulating the context of a repeated unpredictable word (repetition of the complete sentence or repetition of the word in a new sentence context) and sentence constraint. For the manipulation of sentence constraint, unexpected words were presented either in high constraint (eliciting a precise prediction) or low constraint sentences (not eliciting any specific prediction). Repetition induced reduction of N400 amplitudes and of power in the alpha/beta frequency band was larger for words repeated with their sentence context as compared to words repeated in a new low constraint context, suggesting that implicit learning happens not only at the level of individual items but additionally improves sentence-based predictions. These processing benefits for repeated sentences did not differ between constraint conditions, suggesting that sentence-based prediction update might be proportional to the amount of unpredicted semantic information, rather than to the precision of the prediction that was violated. Additionally, the consequences of high constraint prediction violations, as reflected in a frontal positivity and increased theta band power, were reduced with repetition. Overall, our findings suggest a powerful and specific adaptation mechanism that allows the language system to quickly adapt its predictions when unexpected semantic information is processed, irrespective of sentence constraint, and to reduce potential costs of strong predictions that were violated.
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