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1
Comparing MOSAIC and the variational learning model of the optional infinitive stage in early child language
Pine, J M; Gobet, F; Freudenthal, D. - : Cognitive Science Society, 2009
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2
On the Utility of Conjoint and Compositional Frames and Utterance
Freudenthal, D; Pine, J M; Gobet, F. - : Erlbaum, 2008
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3
Meter based omission of function words in MOSAIC
Freudenthal, D; Pine, J M; Gobet, F. - : Psychology Press, 2007
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4
Towards a Unified Model of Language Acquisition
Gobet, F; Pine, J M; Freudenthal, D. - : European Cognitive Science Society, 2007
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5
Understanding the Developmental Dynamics of Subject Omission: The Role of Processing Limitations in Learning
Freudenthal, D; Pine, J M; Gobet, F. - : Cambridge Journals, 2007
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6
Simulating the Noun-Verb Asymmetry in the Productivity of Children’s Speech
Pine, J M; Gobet, F; Freudenthal, D. - : Psychology Press, 2007
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7
Linking working memory and long-term memory: A computational model of the learning of new words
Jones, G; Gobet, F; Pine, J M. - : Blackwell Publishing. The definitive version is available at onlinelibrary.wiley.com, 2007
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8
Modelling the Development of Children’s use of Optional Infinitives in Dutch and English using MOSAIC
Pine, J M; Gobet, F; Freudenthal, D. - : Cognitive Science Society, 2006
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9
Unifying cross-linguistic and within-language patterns of finiteness marking in MOSAIC
Freudenthal, D; Pine, J M; Gobet, F. - : Cognitive Science Society, 2006
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10
Simulating the cross-linguistic development of optional infinitive errors in MOSAIC.
Pine, J M; Freudenthal, D; Gobet, F. - : Cognitive Science Society, 2005
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11
Simulating optional infinitive errors in child speech through the omission of sentence-internal elements.
Pine, J M; Freudenthal, D; Gobet, F. - : Cognitive Science Society, 2005
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12
Resolving ambiguities in the extraction of syntactic categories through chunking.
Gobet, F; Freudenthal, D; Pine, J M. - : Proceedings of the Sixth International Conference on Cognitive Modeling, 2004
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13
Simulating the temporal reference of Dutch and English Root Infinitives.
Freudenthal, D; Pine, J M; Gobet, F. - : Cognitive Science Society, 2004
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14
Modelling syntactic development in a cross-linguistic context
Gobet, F; Freudenthal, D; Pine, J M. - : Proceedings of the COLING 2004 Workshop, 2004
Abstract: Mainstream linguistic theory has traditionally assumed that children come into the world with rich innate knowledge about language and grammar. More recently, computational work using distributional algorithms has shown that the information contained in the input is much richer than proposed by the nativist approach. However, neither of these approaches has been developed to the point of providing detailed and quantitative predictions about the developmental data. In this paper, we champion a third approach, in which computational models learn from naturalistic input and produce utterances that can be directly compared with the utterances of language-learning children. We demonstrate the feasibility of this approach by showing how MOSAIC, a simple distributional analyser, simulates the optional-infinitive phenomenon in English, Dutch, and Spanish. The model accounts for young children's tendency to use both correct finites and incorrect (optional) infinitives in finite contexts, for the generality of this phenomenon across languages, and for the sparseness of other types of errors (e.g., word order errors). It thus shows how these phenomena, which have traditionally been taken as evidence for innate knowledge of Universal Grammar, can be explained in terms of a simple distributional analysis of the language to which children are exposed.
Keyword: computational modelling; distributional analyser; Dutch; English; innate knowledge; MOSAIC; optional-infinitive; Spanish; Universal Grammar; word order errors
URL: http://bura.brunel.ac.uk/handle/2438/777
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15
The role of input size and generativity in simulating language acquisition.
Gobet, F; Freudenthal, D; Pine, J M. - : Proceedings of the European Cognitive Science Conference 2003, 2003
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16
Modelling children's negation errors using probabilistic learning in MOSAIC.
Gobet, F; Pine, J M; Croker, S. - : Proceedings of the Fifth International Conference on Cognitive Modeling, 2003
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17
Modelling the development of Dutch Optional Infinitives in MOSAIC.
Pine, J M; Freudenthal, D; Gobet, F. - : Cognitive Science Society, 2002
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18
Subject omission in children's language; The case for performance limitations in learning.
Freudenthal, D; Pine, J M; Gobet, F. - : Cognitive Science Society, 2002
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19
Modeling children’s case marking errors with MOSAIC
Croker, S; Pine, J M; Gobet, F. - : Erlbaum, 2001
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20
Modeling the optional infinite stage in MOSAIC: A generalization to Dutch
Pine, J M; Freudenthal, D; Gobet, F. - : Erlbaum, 2001
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