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Computational mechanisms of development? Connectionism and bilingual lexical representation

Published online by Cambridge University Press:  11 November 2021

Ping Li Open the ORCID record for Ping Li [Opens in a new window]  and
Xiaowei Zhao
Ping Li*
Affiliation:
TheHong KongPolytechnic University, Hong Kong
Xiaowei Zhao
Affiliation:
Emmanuel College, Boston, USA
*
*Address for correspondence: Ping Li, Department of Chinese and Bilingual Studies, Faculty of Humanities, The Hong Kong Polytechnic University, Hung Hom, Hong Kong. Email: [email protected]
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Bilingualism: Language and Cognition , Volume 25 , Issue 2 , March 2022 , pp. 224 - 225
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Copyright © The Author(s), 2021. Published by Cambridge University Press

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References

Bordag, D, Gor, K and Opitz, A (2021) Ontogenesis Model of the L2 Lexical Representation. Bilingualism: Language and Cognition 1–17. doi:10.1017/S1366728921000250Google Scholar
Claussenius-Kalman, H, Hernandez, A and Li, P (2021) Expertise, Ecosystem, and Emergentism: Dynamic developmental bilingualism. Brain and Language 222, 105013. https://doi.org/10.1016/j.bandl.2021.105013.CrossRefGoogle ScholarPubMed
Ellis, NC (2003) Constructions, chunking, and connectionism: The emergence of second language structure. In Doughty, CJ and Long, MH (eds.), The handbook of second language acquisition Malden, MA: Blackwell Publishing Ltd pp. 63–103.CrossRefGoogle Scholar
French, RM (1998) A simple recurrent network model of bilingual memory. In Gernsbacher, MA and Derry, SJ (eds.), Proceedings of the 20th Annual Conference of the Cognitive Science Society (pp. 368–373). Mahwah, NJ: Erlbaum.Google Scholar
French, RM and Jacquet, M (2004) Understanding bilingual memory: Models and data. Trends in Cognitive Science 8, 87–93.10.1016/j.tics.2003.12.011CrossRefGoogle ScholarPubMed
Grant, A, Legault, J and Li, P (2019) What do bilingual models tell us about the neurocognition of multiple languages? In Schwieter, J (ed.), The handbook of the neuroscience of multilingualism. Wiley-Blackwell, pp. 48–74.CrossRefGoogle Scholar
Hernandez, A, Li, P and MacWhinney, B (2005) The emergence of competing modules in bilingualism. Trends in Cognitive Sciences 9(5), 220–225.10.1016/j.tics.2005.03.003CrossRefGoogle ScholarPubMed
Hebb, D (1949). The organization of behavior: A neuropsychological theory. New York, NY: Wiley.Google Scholar
Kiran, S, Graesman, U, Sandberg, C and Miikkulainen, R (2013) A computational account of bilingual aphasia rehabilitation. Bilingualism: Language and Cognition 16 (Special Issue), 325–342. doi:10.1017/S1366728912000533CrossRefGoogle ScholarPubMed
Kohonen, T (2001) Self-organizing maps (3rd ed.). Berlin: Springer.10.1007/978-3-642-56927-2CrossRefGoogle Scholar
Lewy, N and Grosjean, F (2008) The Lewy and Grosjean BIMOLA model. In Grosjean, F (ed.), Studying bilinguals. Oxford: Oxford University Press, pp. 201–210.Google Scholar
Li, P (2002) Bilingualism is in dire need of formal models. Bilingualism: Language and Cognition 5(3), 213. doi:10.1017/S1366728902253018CrossRefGoogle Scholar
Li, P (2013) Computational modeling of bilingualism: How can models tell us more about the bilingual mind? Bilingualism: Language and Cognition 16(2), 241–245. doi:10.1017/S1366728913000059CrossRefGoogle Scholar
Li, P and Farkas, I (2002) A self-organizing connectionist model of bilingual processing. In Heredia, R and Altarriba, J (eds.), Bilingual sentence processing. North-Holland: Elsevier Science Publisher, pp. 59–85.CrossRefGoogle Scholar
Li, P and Zhao, X (2013) Self-organizing map models of language acquisition. Frontiers in Psychology. 4(828). doi: 10.3389/fpsyg.2013.00828Google Scholar
Li, P and Zhao, X (2017) Computational modeling. In de Groot, AMB and Hagoort, P (eds.), Research methods in psycholinguistics and the neurobiology of language: A practical guide. Hoboken, NJ: John Wiley & Sons, Inc, pp. 208–229.Google Scholar
Li, P and Zhao, X (2020) Connectionism. In Aronoff, M (ed.), Oxford bibliographies online (Linguistics). Oxford University Press. (www.oxfordbibliographies.com; originally published 2012, last updated 2020)Google Scholar
Li, P, Zhao, X and MacWhinney, B (2007) Dynamic self-organization and early lexical development in children. Cognitive Science: A Multidisciplinary Journal 31, 581–612.CrossRefGoogle ScholarPubMed
McClelland, J and Rumelhart, D (1981). An interactive activation model of context effects in letter perception: Part 1. An account of basic findings. Psychological Review 88, 375–407.CrossRefGoogle Scholar
Peñaloza, C, Grasemann, U, Dekhtyar, M, Miikkulainen, R and Kiran, S (2019) BiLex: A computational approach to the effects of age of acquisition and language exposure on bilingual lexical access. Brain and Language 195, 104643. https://doi.org/10.1016/j.bandl.2019.104643CrossRefGoogle Scholar
Plunkett, K and Marchman, VA (1996) Learning from a connectionist model of the acquisition of the English past tense. Cognition 61(3), 299–308. https://doi.org/10.1016/s0010-0277(96)00721-4CrossRefGoogle ScholarPubMed
Shook, A and Marian, V (2013) The bilingual language interaction network for comprehension of speech. Bilingualism: Language and Cognition 16(2), 304–324.10.1017/S1366728912000466CrossRefGoogle Scholar
Shirai, Y (2018) Connectionism and second language acquisition. Routledge. https://doi.org/10.4324/9780203118085CrossRefGoogle Scholar
Thomas, MSC (1997) Connectionist networks and knowledge representation: The case of bilingual lexical processing. PhD thesis, Oxford University.Google Scholar
Wen, Z, Biedroń, A and Skehan, P (2017). Foreign language aptitude theory: Yesterday, today and tomorrow. Language Teaching 50(1), 1–31. doi:10.1017/S0261444816000276CrossRefGoogle Scholar
Zhang, X, Yang, J, Wang, R and Li, P (2020) A neuroimaging study of semantic representation in first and second languages. Language, Cognition, and Neuroscience 35, 1223–1238. https://doi.org/10.1080/23273798.2020.1738509CrossRefGoogle Scholar
Zhao, X and Li, P (2010) Bilingual lexical interactions in an unsupervised neural network model. International Journal of Bilingual Education and Bilingualism. 13, 505–524.10.1080/13670050.2010.488284CrossRefGoogle Scholar
Zhao, X and Li, P (2013) Simulating cross-language priming with a dynamic computational model of the lexicon. Bilingualism: Language and Cognition 16, 288–303.CrossRefGoogle Scholar
Zhao, X and Li, P (2021) Fuzzy or Clear? A Computational Approach Towards Dynamic L2 Lexical-Semantic Representation. Frontiers in Communication. Ms. Under review10.3389/fcomm.2021.726443CrossRefGoogle Scholar