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1
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0000213389
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On learning the past tenses of English verbs: Implicit rules or parallel distributed processing?
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J. McClelland, D. Rumelhart, and the PDP research group, Eds., MIT Press, Cambridge, MA
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D. Rumelhart and J. McClelland, On learning the past tenses of English verbs: Implicit rules or parallel distributed processing? in Parallel Distributed Processing: Explorations in the Microstructure of Cognition, J. McClelland, D. Rumelhart, and the PDP research group, Eds., (MIT Press, Cambridge, MA, 1986); for a more recent model, see K. Plunkett and V. Marchman, From rote learning to system building: Acquiring verb morphology in children and connectionist nets, Cognition, 48, 21-69 (1993).
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(1986)
Parallel Distributed Processing: Explorations in the Microstructure of Cognition
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Rumelhart, D.1
McClelland, J.2
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2
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0027634280
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From rote learning to system building: Acquiring verb morphology in children and connectionist nets
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D. Rumelhart and J. McClelland, On learning the past tenses of English verbs: Implicit rules or parallel distributed processing? in Parallel Distributed Processing: Explorations in the Microstructure of Cognition, J. McClelland, D. Rumelhart, and the PDP research group, Eds., (MIT Press, Cambridge, MA, 1986); for a more recent model, see K. Plunkett and V. Marchman, From rote learning to system building: Acquiring verb morphology in children and connectionist nets, Cognition, 48, 21-69 (1993).
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(1993)
Cognition
, vol.48
, pp. 21-69
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Plunkett, K.1
Marchman, V.2
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3
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0023974765
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On language and connectionism: Analysis of a parallel distributed processing model of language acquisition
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S. Pinker and A. Prince, On language and connectionism: Analysis of a Parallel Distributed Processing model of language acquisition, Cognition, 28, 73-193 (1988).
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(1988)
Cognition
, vol.28
, pp. 73-193
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Pinker, S.1
Prince, A.2
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4
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0000910771
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The child's learning of English morphology
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J. Berko, The child's learning of English morphology, Word, 14, 150-177 (1958); J.J. Kim, G.F. Marcus, S. Pinker, M. Hollander, and M. Coppola, Sensitivity of children's inflection to grammatical structure, Journal of Child Language, 21, 173-209 (1994); S. Pinker, Rules of language, Science, 253, 530-555 (1991).
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(1958)
Word
, vol.14
, pp. 150-177
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Berko, J.1
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5
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0028373304
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Sensitivity of children's inflection to grammatical structure
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J. Berko, The child's learning of English morphology, Word, 14, 150-177 (1958); J.J. Kim, G.F. Marcus, S. Pinker, M. Hollander, and M. Coppola, Sensitivity of children's inflection to grammatical structure, Journal of Child Language, 21, 173-209 (1994); S. Pinker, Rules of language, Science, 253, 530-555 (1991).
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(1994)
Journal of Child Language
, vol.21
, pp. 173-209
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Kim, J.J.1
Marcus, G.F.2
Pinker, S.3
Hollander, M.4
Coppola, M.5
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6
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0025743892
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Rules of language
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J. Berko, The child's learning of English morphology, Word, 14, 150-177 (1958); J.J. Kim, G.F. Marcus, S. Pinker, M. Hollander, and M. Coppola, Sensitivity of children's inflection to grammatical structure, Journal of Child Language, 21, 173-209 (1994); S. Pinker, Rules of language, Science, 253, 530-555 (1991).
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(1991)
Science
, vol.253
, pp. 530-555
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Pinker, S.1
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7
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0022083299
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The child language data exchange system
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B. MacWhinney and C. Snow, The Child Language Data Exchange System, Journal of Child Language, 12, 271-296 (1985).
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(1985)
Journal of Child Language
, vol.12
, pp. 271-296
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MacWhinney, B.1
Snow, C.2
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8
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11944256365
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Overregularization in language acquisition
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Serial No. 228
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G.F. Marcus, S. Pinker, M. Ullman, M. Hollander, T.J. Rosen, and F. Xu, Overregularization in language acquisition, Monographs of the Society for Research in Child Development, 57(4, Serial No. 228) (1992).
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(1992)
Monographs of the Society for Research in Child Development
, vol.57
, Issue.4
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Marcus, G.F.1
Pinker, S.2
Ullman, M.3
Hollander, M.4
Rosen, T.J.5
Xu, F.6
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9
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85033658405
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note
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Lexical correlations could be tested for only 19 children because for the remainder we lacked individual databases or found no overregularizations in our samples.
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10
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0001874544
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Similarity-based and rule-based generalizations in inflectional morphology
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S. Prasada and S. Pinker, Similarity-based and rule-based generalizations in inflectional morphology, Language and Cognitive Processes, 8, 1-56 (1993).
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(1993)
Language and Cognitive Processes
, vol.8
, pp. 1-56
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Prasada, S.1
Pinker, S.2
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12
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0029437836
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German inflection: The exception that proves the rule
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G.F. Marcus, U. Brinkmann, H. Clahsen, R. Wiese, and S. Pinker, German inflection: The exception that proves the rule, Cognitive Psychology, 29, 189-256 (1995).
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(1995)
Cognitive Psychology
, vol.29
, pp. 189-256
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Marcus, G.F.1
Brinkmann, U.2
Clahsen, H.3
Wiese, R.4
Pinker, S.5
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13
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0029377729
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The acquisition of inflection in children and multilayered connectionist networks
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The model of Plunkett and Marchman (note 1) displays a similar, abrupt external change, in which the onset of overregularization coincides with a sudden shift in training regime from a slow pace that allows the network to learn each irregular verb individually to a rapid pace that forces the network to generalize. See G.F. Marcus, The acquisition of inflection in children and multilayered connectionist networks, Cognition, 56, 271-279 (1995).
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(1995)
Cognition
, vol.56
, pp. 271-279
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Marcus, G.F.1
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14
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85033651611
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note
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Using novel sampling techniques from biostatistics, my colleagues and I (Marcus et al., note 5, chap. V) have shown that this finding is not an artifact of a cumulative vocabulary measure that necessarily decelerates over time.
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15
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0029312628
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Children's overregularization of English plurals: A quantitative analysis
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G.F. Marcus, Children's overregularization of English plurals: A quantitative analysis, Journal of Child Language, 22, 447-459 (1995).
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(1995)
Journal of Child Language
, vol.22
, pp. 447-459
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Marcus, G.F.1
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16
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85033656832
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note
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The only systematic study of how input frequency affects network generalization is a series of simulations conducted by Plunkett and Marchman (note 1). In this study, when the initial proportion of regular vocabulary was less than 50%, their simulation failed to generalize the regular pattern to "novel indeterminate stems" (i.e., novel words).
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17
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0011591998
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Acquiring German noun plurals
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D. MacLaughlin and S. McEwen, Eds. Cascadilla Press, Boston
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S. Bartke, G.F. Marcus, and H. Clahsen, Acquiring German noun plurals, in Proceedings of the 19th Annual Boston University Conference on Language Development, D. MacLaughlin and S. McEwen, Eds. (Cascadilla Press, Boston, 1995).
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(1995)
Proceedings of the 19th Annual Boston University Conference on Language Development
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Bartke, S.1
Marcus, G.F.2
Clahsen, H.3
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18
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84936526831
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Bradford Books, Cambridge, MA
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F.C. Keil, Concepts, Kinds, and Cognitive Development (Bradford Books, Cambridge, MA, 1989); G.F. Marcus, Children's overregularization and its implications for cognition, in Models of Language Acquisition: Inductive and Deductive Approaches, P. Broeder and J.M.J. Murre, Eds. (MIT Press, Cambridge, MA, 1996).
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(1989)
Concepts, Kinds, and Cognitive Development
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Keil, F.C.1
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19
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22544480245
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Children's overregularization and its implications for cognition
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P. Broeder and J.M.J. Murre, Eds. MIT Press, Cambridge, MA
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F.C. Keil, Concepts, Kinds, and Cognitive Development (Bradford Books, Cambridge, MA, 1989); G.F. Marcus, Children's overregularization and its implications for cognition, in Models of Language Acquisition: Inductive and Deductive Approaches, P. Broeder and J.M.J. Murre, Eds. (MIT Press, Cambridge, MA, 1996).
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(1996)
Models of Language Acquisition: Inductive and Deductive Approaches
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Marcus, G.F.1
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