2020
DOI: 10.1177/0142723720949723
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Abstractions made of exemplars or ‘You’re all right, and I’ve changed my mind’: Response to commentators

Abstract: In this response to commentators, I agree with those who suggested that the distinction between exemplar- and abstraction-based accounts is something of a false dichotomy and therefore move to an abstractions-made-of-exemplars account under which (a) we store all the exemplars that we hear (subject to attention, decay, interference, etc.) but (b) in the service of language use, re-represent these exemplars at multiple levels of abstraction, as simulated by computational neural-network models such as BERT, ELMo… Show more

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Cited by 50 publications
(25 citation statements)
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“…Note, however, that it is in principle possible to view the concept of a construction as a mainly heuristic device, rather than positing that constructions are cognitively real(istic) entities. This means that this approach is, in principle, also compatible with views that treat abstractions as made of exemplars [24,25] or association-based models eschewing the concept of constructions [26].…”
Section: How To Pair Form and Meaning: The Origins Of Constructions Amentioning
confidence: 99%
“…Note, however, that it is in principle possible to view the concept of a construction as a mainly heuristic device, rather than positing that constructions are cognitively real(istic) entities. This means that this approach is, in principle, also compatible with views that treat abstractions as made of exemplars [24,25] or association-based models eschewing the concept of constructions [26].…”
Section: How To Pair Form and Meaning: The Origins Of Constructions Amentioning
confidence: 99%
“…In this case, we can draw on this theory to discuss frequency effects from not one but different perspectives, such as frequency effects in language learning, representation, processing, and use. Furthermore, it is noteworthy that this theory is not in conflict with other emergentist theories (e.g., Conklin, 2020;Van Lancker Sidtis, 2015;Wiechmann et al, 2013), such as exemplar-based theory (e.g., Abbot-Smith & Tomasello, 2006;Ambridge, 2020aAmbridge, , 2020bBod, 2006;Goldinger, 1996;Pierrehumbert, 2001), connectionist theory (e.g., Christiansen & Chater, 1999;Elman, 1991;MacWhinney, 1998;Rumelhart & McClelland, 1986;Seidenberg, 1994), and statistical learning theory (e.g., Arnon, 2019;Christiansen, 2019;Saffran, 2003). In fact, the usage-based theory borrows and embraces the fundamental concepts from all of these theories.…”
Section: What Theory Can Predict the Processing Advantage For Formulaic Language Over Novel Language?mentioning
confidence: 86%
“…The processing advantage for FL over novel language can be predicted by a number of theories and models. These theories and models account for the FL advantage from different perspectives, such as language representation (exemplar-based theory, e.g., Abbot-Smith & Tomasello, 2006;Ambridge, 2020aAmbridge, , 2020bBod, 1998Bod, , 2006Goldinger, 1996;Pierrehumbert, 2001; connectionist theory, e.g., Christiansen & Chater, 1999;Ellis, 2001Ellis, , 2003Elman, 1990Elman, , 1991MacWhinney, 1998;Rumelhart & McClelland, 1986;Seidenberg, 1994), language learning and input (statistical learning theory, e.g., Arnon, 2019;Christiansen, 2019;Saffran, 2003; probabilistic theory, e.g., Gregory et al, 1999;Jurafsky, 1996Jurafsky, , 2003McDonald & Shillcock, 2003a, 2003bSeidenberg & MacDonald, 1999), and formulaicity of language (idiom principle, e.g., Sinclair, 1991).…”
Section: What Theory Can Predict the Processing Advantage For Formulaic Language Over Novel Language?mentioning
confidence: 99%
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