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Lowder, Matthew W.; Choi, Wonil; Ferreira, Fernanda; Henderson, John M. – Cognitive Science, 2018
What are the effects of word-by-word predictability on sentence processing times during the natural reading of a text? Although information complexity metrics such as surprisal and entropy reduction have been useful in addressing this question, these metrics tend to be estimated using computational language models, which require some degree of…
Descriptors: Prediction, Scientific Concepts, Language Processing, Sentences
Seidenberg, Mark S.; Plaut, David C. – Cognitive Science, 2014
Rumelhart and McClelland's chapter about learning the past tense created a degree of controversy extraordinary even in the adversarial culture of modern science. It also stimulated a vast amount of research that advanced the understanding of the past tense, inflectional morphology in English and other languages, the nature of linguistic…
Descriptors: Morphemes, Morphology (Languages), Language Acquisition, Reading
von der Malsburg, Titus; Kliegl, Reinhold; Vasishth, Shravan – Cognitive Science, 2015
Scanpaths have played an important role in classic research on reading behavior. Nevertheless, they have largely been neglected in later research perhaps due to a lack of suitable analytical tools. Recently, von der Malsburg and Vasishth (2011) proposed a new measure for quantifying differences between scanpaths and demonstrated that this measure…
Descriptors: Reading, Eye Movements, Measures (Individuals), Test Validity
Hannagan, Thomas; Grainger, Jonathan – Cognitive Science, 2012
It has been recently argued that some machine learning techniques known as Kernel methods could be relevant for capturing cognitive and neural mechanisms (Jakel, Scholkopf, & Wichmann, 2009). We point out that "String kernels," initially designed for protein function prediction and spam detection, are virtually identical to one contending proposal…
Descriptors: Brain, Word Recognition, Visual Discrimination, Orthographic Symbols
Vasishth, Shravan; Brussow, Sven; Lewis, Richard L.; Drenhaus, Heiner – Cognitive Science, 2008
A central question in online human sentence comprehension is, "How are linguistic relations established between different parts of a sentence?" Previous work has shown that this dependency resolution process can be computationally expensive, but the underlying reasons for this are still unclear. This article argues that dependency…
Descriptors: Sentences, Stimuli, Short Term Memory, Information Retrieval