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Tracking competition and cognitive control during language comprehension with multi-voxel pattern analysis

机译:多体素模式分析在语言理解过程中跟踪竞争和认知控制

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摘要

To successfully comprehend a sentence that contains a homonym, readers must select the ambiguous word’s context-appropriate meaning. The outcome of this process is influenced both by top-down contextual support and bottom-up, word-specific characteristics. We examined how these factors jointly affect the neural signatures of lexical ambiguity resolution. We measured the similarity between multi-voxel patterns evoked by the same homonym in two distinct linguistic contexts: once after subjects read sentences that biased interpretation toward each homonym’s most frequent, dominant meaning, and again after interpretation was biased toward a weaker, subordinate meaning. We predicted that, following a subordinate-biasing context, the dominant yet inappropriate meaning would nevertheless compete for activation, manifesting in increased similarity between the neural patterns evoked by the two word meanings. In left anterior temporal lobe (ATL), degree of within-word pattern similarity was positively predicted by the association strength of each homonym’s dominant meaning. Further, within-word pattern similarity in left ATL was negatively predicted by item-specific responses in a region of left ventrolateral prefrontal cortex (VLPFC) sensitive to semantic conflict. These findings have implications for psycholinguistic models of lexical ambiguity resolution, and for the role of left VLPFC function during this process. Moreover, these findings demonstrate the utility of item-level, similarity-based analyses of fMRI data for our understanding of competition between co-activated word meanings during language comprehension.
机译:为了成功理解包含同音异义词的句子,读者必须选择歧义词的上下文相关含义。此过程的结果受自上而下的上下文支持和自下而上的,针对特定单词的特征的影响。我们研究了这些因素如何共同影响词汇歧义解决的神经信号。我们在两个不同的语言环境中测量了由同一个谐音词引起的多声素模式之间的相似性:一次是受试者阅读使偏向每个同音异义词的最常见,主要含义的解释的句子,另一次是在解释偏向于较弱的,从属意义的之后。我们预测,在从属偏见的语境下,占主导地位但不合适的含义仍将竞争激活,这表现为两个单词含义所引起的神经模式之间的相似性增加。在左前颞叶(ATL)中,每个同音异义词的主要含义的关联强度可积极预测词内模式相似度。此外,左ATL中的单词内模式相似性是通过对语义冲突敏感的左前外侧前额叶皮层(VLPFC)区域中的项目特定响应来负面预测的。这些发现对词汇歧义解决的心理语言模型,以及在此过程中左VLPFC功能的作用都具有影响。而且,这些发现证明了基于功能性,基于相似度的功能磁共振成像数据分析对于我们理解语言理解过程中共同激活的词义之间的竞争的效用。

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