The debate over how best to characterize inflectional morphology has been couched largely in terms of the “dual-mechanism” approach described in Pinker (Words and rules: the ingredients of language, Basic Books, 1999) versus “single-mechanism” connectionist approaches derived from Rumelhart and McClelland (On learning past tenses of English verbs, MIT, 1986). There are, however, other single-mechanism approaches. The exemplar-based or analogical models of Daelemans et al. (TimBL: Tilburg Memory-Based Learner, version 4.3 reference guide, ILK, 2002) and Skousen (Analogical modeling of language, Kluwer Academic, 1989) also model inflectional usage accurately within a single-mechanism. The most striking theoretical claim peculiar to these purely analogical models is that they do not posit any resident linguistic generalizations for processing language. Instead they process new instances of usage by comparing them systematically to remembered instances of previous usage. Based on a comparison of their Minimal Generalization Model with an adaptation of Nosofsky's (Journal of Mathematical Psychology 34: 393–418, 1990) Generalized Context Model, Albright and Hayes (Cognition 90: 119–161, 2003) argue that such purely analogical models are intrinsically inadequate for modeling the English past tense. This paper shows, however, that Skousen's (Analogical modeling of language, Kluwer Academic, 1989) Analogical Model performs as well as the Minimal Generalization Model. The implications of these results for cognitive linguistics are discussed.
Contents
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Requires Authentication UnlicensedThe English past tense: Analogy reduxLicensedAugust 24, 2010
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Requires Authentication UnlicensedWho thinks that a piece of furniture refers to a broken couch? Count-mass constructions and individuation in English and SpanishLicensedAugust 24, 2010
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Requires Authentication UnlicensedFields and settings: French il and ça impersonals in copular complement constructionsLicensedAugust 24, 2010
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Requires Authentication UnlicensedDifferences in continuity of force dynamics and emotional valence in sentences with causal and adversative connectivesLicensedAugust 24, 2010
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Requires Authentication UnlicensedFrom premodal to modal meaning: Adjectival pathways in EnglishLicensedAugust 24, 2010
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Requires Authentication UnlicensedThe relation between iconicity and subjectification in Portuguese complementation: Complements of perception and causation verbsLicensedAugust 24, 2010