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Putting the bits together: an information theoretical perspective on morphological processing
Authors:del Prado Martín Fermín Moscoso  Kostić Aleksandar  Baayen R Harald
Affiliation:a Medical Research Council—Cognition and Brain Sciences Unit, 15 Chaucer Road, CB2 2EF Cambridge, UK
b University of Nijmegen and Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
c Laboratory for Experimental Psychology, University of Belgrade, Belgrade, Serbia and Montenegro
Abstract:In this study we introduce an information-theoretical formulation of the emergence of type- and token-based effects in morphological processing. We describe a probabilistic measure of the informational complexity of a word, its information residual, which encompasses the combined influences of the amount of information contained by the target word and the amount of information carried by its nested morphological paradigms. By means of re-analyses of previously published data on Dutch words we show that the information residual outperforms the combination of traditional token- and type-based counts in predicting response latencies in visual lexical decision, and at the same time provides a parsimonious account of inflectional, derivational, and compounding processes.
Keywords:Inflection   Derivation   Compound   Morphology   Information theory   Lexical decision
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