Are there lexicons?

Max Coltheart
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引用次数: 119

Abstract

Many models of the processing of printed or spoken words or objects or faces propose that systems of local representations of the forms of such stimuli--lexicons--exist. This is denied by partisans of the distributed-representation connectionist approach to cognitive modelling. An experimental paradigm of key theoretical importance here is lexical decision and its analogue in the domain of objects, object decision. How does each theoretical camp account for our ability to perform these two tasks? The localists say that the tasks are done by matching or failing to match a stimulus to a local representation in a lexicon. Advocates of distributed representations often do not seek to explain these two tasks; however, when they do, they propose that patterns of activation evoked in a semantic system can be used to discriminate between words and nonwords, or between real objects and false objects. Therefore the distributed-representation account of lexical and object decision tasks predicts that performance on these tasks can never be normal in patients with an impaired semantic system, nor in patients who cannot access semantics normally from the stimulus domain being tested. However, numerous such patients have been reported in the literature, indicating that semantic access is not needed for normal performance on these tasks. Such results support the localist form of modelling rather than the distributed-representation approach.

有词汇吗?
许多对印刷或口头文字、物体或面孔的处理模型表明,存在这些刺激形式的局部表征系统——词汇。认知建模的分布式表征连接主义方法的支持者否认了这一点。一个具有重要理论意义的实验范式是词汇决策及其在客体领域的类比,客体决策。每个理论阵营如何解释我们执行这两项任务的能力?地方主义者说,任务是通过匹配或不匹配刺激物与词汇中的地方表征来完成的。分布式表示的倡导者通常不会试图解释这两个任务;然而,当他们这样做时,他们提出在语义系统中引起的激活模式可以用来区分单词和非单词,或者区分真实物体和虚假物体。因此,词汇和对象决策任务的分布式表征解释预测,语义系统受损的患者在这些任务上的表现永远不会正常,也不会从被测试的刺激域正常访问语义的患者。然而,文献中已经报道了许多这样的患者,这表明语义访问对于这些任务的正常执行是不需要的。这样的结果支持局部形式的建模,而不是分布式表示方法。
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