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The impact of first and second language exposure on learning second language constructions*

  • YEVGEN MATUSEVYCH (a1), AFRA ALISHAHI (a1) and AD BACKUS (a2)
Abstract

We study how the learning of argument structure constructions in a second language (L2) is affected by two basic input properties often discussed in literature – the amount of input and the time of L2 onset. To isolate the impact of the two factors on learning, we use a computational model that simulates bilingual construction learning. In the first two experiments we manipulate the sheer amount of L2 exposure, both in absolute and in relative terms (that is, in relation to the amount of L1 exposure). The results show that higher cumulative amount of L2 exposure leads to higher performance. In the third experiment we manipulate the prior amount of L1 input before the L2 onset (that is, the time of L2 onset). Given equal exposure, we find no negative effect of the later onset on learners’ performance. This has implications for theories of order of acquisition and bilingual construction learning.

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Corresponding author
Address for correspondence: Yevgen Matusevych, Tilburg University, Room D 334, PO Box 90153, 5000 LE Tilburg, The Netherlands y.matusevych@uvt.nl
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*

We thank Robert DeKeyser, Marc Brysbaert, and two anonymous reviewers for their helpful comments on the earlier drafts of this article.

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Abbot-Smith, K., & Tomasello, M. (2006). Exemplar-learning and schematization in a usage-based account of syntactic acquisition. The Linguistic Review, 23, 275290.
Ågren, M., Granfeldt, J., & Thomas, A. (2014). Combined effects of age of onset and input on the development of different grammatical structures: A study of simultaneous and successive acquisition of French. Linguistic Approaches to Bilingualism, 4, 462493.
Akhtar, N., & Tomasello, M. (1997). Young children's productivity with word order and verb morphology. Developmental Psychology, 33, 952965.
Alishahi, A., & Pyykkönen, P. (2011). The onset of syntactic bootstrapping in word learning: Evidence from a computational study. In Carlson, L., Hoelscher, C. & Shipley, T. F. (eds.), Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, pp. 587592. Austin: Cognitive Science Society.
Alishahi, A., & Stevenson, S. (2008). A computational model of early argument structure acquisition. Cognitive Science, 32, 789834.
Alishahi, A., & Stevenson, S. (2010). A computational model of learning semantic roles from child-directed language. Language and Cognitive Processes, 25, 5093.
Ambridge, B., & Brandt, S. (2013). Lisa filled water into the cup: The roles of entrenchment, pre-emption and verb semantics in German speakers’ L2 acquisition of English locatives. Zeitschrift für Anglistik und Amerikanistik, 61, 245263.
Ambridge, B., Theakston, A. L., Lieven, E. V., & Tomasello, M. (2006). The distributed learning effect for children's acquisition of an abstract syntactic construction. Cognitive Development, 21, 174193.
Anderson, J. R. (1991). The adaptive nature of human categorization. Psychological Review, 98, 409429.
Auer, P. (2014). Language mixing and language fusion: When bilingual talk becomes monolingual. In Besters-Dilger, J., Dermarkar, C., Pfänder, S. & Rabus, A. (eds.), Congruence in Contact-Induced Language Change: Language Families, Typological Resemblance, and Perceived Similarity, pp. 294334. Berlin: Walter de Gruyter.
Baayen, R. H. (2008). Analyzing Linguistic Data: A Practical Introduction to Statistics Using R. Cambridge: Cambridge University Press.
Barr, D. J., Levy, R., Scheepers, C., & Tilly, H. J. (2013). Random effects structure for confirmatory hypothesis testing: Keep it maximal. Journal of Memory and Language, 68, 255278.
Bates, D. M., Mächler, M., Bolker, B. M., & Walker, S. C. (n.d.). Fitting linear mixed-effects models using lme4. Unpublished manuscript. http://arxiv.org/pdf/1406.5823v1.pdf (retrieved June 10, 2015).
Belke, E., Brysbaert, M., Meyer, A. S., & Ghyselinck, M. (2005). Age of acquisition effects in picture naming: Evidence for a lexical-semantic competition hypothesis. Cognition, 96, B45B54.
Birdsong, D. (2005). Interpreting age effects in second language acquisition. In Kroll, J. F. & de Groot, A. M. B. (eds.), Handbook of Bilingualism: Psycholinguistic Approaches, pp. 109127. Oxford: Oxford University Press.
Boas, H. C. (2010). The syntax–lexicon continuum in Construction Grammar: A case study of English communication verbs. Belgian Journal of Linguistics, 24, 5482.
Boyd, J. K., & Goldberg, A. E. (2009). Input effects within a constructionist framework. The Modern Language Journal, 93, 418429.
Brants, S., Dipper, S., Eisenberg, P., Hansen-Schirra, S., König, E., Lezius, W., Rohrer, C., Smith, G., & Uszkoreit, H. (2004). TIGER: Linguistic interpretation of a German corpus. Research on Language and Computation, 2, 597620.
Bryl, V., Tonelli, S., Giuliano, C., & Serafini, L. (2012). A novel FrameNet-based resource for the semantic web. In Ossowski, S. & Lecca, P. (eds.), Proceedings of the 27th Annual ACM Symposium on Applied Computing, pp. 360365. New York: Association for Computing Machinery.
Brysbaert, M., & Ghyselinck, M. (2006). The effect of age of acquisition: Partly frequency related, partly frequency independent. Visual Cognition, 13, 9921011.
Burchardt, A., Erk, K., Frank, A., Kowalski, A., Padó, S., & Pinkal, M. (2006). The SALSA corpus: A German corpus resource for lexical semantics. In Calzolari, N., Choukri, K., Gangemi, A., Maegaard, B., Mariani, J., Odijk, J. & Tapias, D. (eds.), Proceedings of the 5th International Conference on Language Resources and Evaluation (LREC-2006), pp. 969974. European Language Resources Association (ELRA). http://www.lrec-conf.org/proceedings/lrec2006/ (retrieved December 23, 2014).
Cain, K. (2007). Syntactic awareness and reading ability: Is there any evidence for a special relationship? Applied Psycholinguistics, 28, 679694.
Cepeda, N. J., Pashler, H., Vul, E., Wixted, J. T., & Rohrer, D. (2006). Distributed practice in verbal recall tasks: A review and quantitative synthesis. Psychological Bulletin, 132, 354380.
Dowty, D. (1991). Thematic proto-roles and argument selection. Language, 67, 547619.
Ellis, A. W., & Lambon Ralph, M. A. (2000). Age of acquisition effects in adult lexical processing reflect loss of plasticity in maturing systems: Insights from connectionist networks. Journal of Experimental Psychology: Learning, Memory, and Cognition, 26, 11031123.
Ellis, N. C., O'Donnell, M. B., & Römer, U. (2014). Second language verb-argument constructions are sensitive to form, function, frequency, contingency, and prototypicality. Linguistic Approaches to Bilingualism, 4, 405431.
Flege, J. E. (2009). Give input a chance. In Piske, T. & Young-Scholten, M. (eds.), Input Matters in SLA, pp. 175190. Bristol: Multilingual Matters.
Flege, J. E., Yeni-Komshian, G. H., & Liu, S. (1999). Age constraints on second-language acquisition. Journal of Memory and Language, 41, 78104.
Ghyselinck, M., Lewis, M. B., & Brysbaert, M. (2004). Age of acquisition and the cumulative-frequency hypothesis: A review of the literature and a new multi-task investigation. Acta Psychologica, 115, 4367.
Goldberg, A. E. (1995). Constructions: A Construction Grammar Approach to Argument Structure. Chicago: The University of Chicago Press.
Goldberg, A. E., Casenhiser, D. M., & Sethuraman, N. (2004). Learning argument structure generalizations. Cognitive Linguistics, 15, 289316.
Green, D. W. (1998). Mental control of the bilingual lexico-semantic system. Bilingualism: Language and Cognition, 1, 6781.
Gries, S. T., & Wulff, S. (2005). Do foreign language learners also have constructions? Annual Review of Cognitive Linguistics, 3, 182200.
Gries, S. T., & Wulff, S. (2009). Psycholinguistic and corpus-linguistic evidence for L2 constructions. Annual Review of Cognitive Linguistics, 7, 163186.
Hahn, U., & Ramscar, M. J. A. (2001). Conclusion: Mere similarity? In Hahn, U. & Ramscar, M. J. A. (eds.), Similarity and Categorization, pp. 257272. Oxford: Oxford University Press.
Hernandez, A. E., & Li, P. (2007). Age of acquisition: Its neural and computational mechanisms. Psychological Bulletin, 133, 638650.
Izura, C., Pérez, M. A., Agallou, E., Wright, V. C., Marín, J., Stadthagen-González, H., & Ellis, A. W. (2011). Age/order of acquisition effects and the cumulative learning of foreign words: A word training study. Journal of Memory and Language, 64, 3258.
Jia, G., & Aaronson, D. (2003). A longitudinal study of Chinese children and adolescents learning English in the United States. Applied Psycholinguistics, 24, 131161.
Johnson, P. C. D. (2014). Extension of Nakagawa & Schielzeth's R2 GLMM to random slopes models. Methods in Ecology and Evolution, 5, 944946.
Juhasz, B. J. (2005). Age-of-acquisition effects in word and picture identification. Psychological Bulletin, 131, 684712.
Kroll, J. F., Bobb, S. C., Misra, M., & Guo, T. (2008). Language selection in bilingual speech: Evidence for inhibitory processes. Acta Psychologica, 128, 416430.
Küpper-Tetzel, C. E. (2014). Understanding the distributed practice effect: Strong effects on weak theoretical grounds. Zeitschrift für Psychologie, 222, 7181.
Lambon Ralph, M. A., & Ehsan, S. (2006). Age of acquisition effects depend on the mapping between representations and the frequency of occurrence: Empirical and computational evidence. Visual Cognition, 13, 928948.
Langacker, R. W. (1987). Foundations of Cognitive Grammar: Theoretical Prerequisites (Vol. 1). Stanford: Stanford University Press.
Larson-Hall, J. (2008). Weighing the benefits of studying a foreign language at a younger starting age in a minimal input situation. Second Language Research, 24, 3563.
Lewis, M. B., Gerhand, S., & Ellis, H. D. (2001). Re-evaluating age-of-acquisition effects: Are they simply cumulative-frequency effects? Cognition, 78, 189205.
Lieven, E. V., & Tomasello, M. (2008). Children's first language acquisition from a usage-based perspective. In Robinson, P. & Ellis, N. C. (eds.), Handbook of Cognitive Linguistics and Second Language Acquisition, pp. 168196. New York: Routledge.
Long, M. H. (1990). Maturational constraints on language development. Studies in Second Language Acquisition, 12, 251285.
MacWhinney, B. (2012). The logic of the unified model. In Gass, S. M. & Mackey, A. (eds.), The Routledge Handbook of Second Language Acquisition, pp. 211227. London: Routledge.
Marcus, M., Kim, G., Marcinkiewicz, M. A., MacIntyre, R., Bies, A., Ferguson, M., Katz, K., & Schasberger, B. (1994). The Penn Treebank: Annotating predicate argument structure. In Weinstein, C. J. (ed.), Proceedings of the 1994 ARPA Human Language Technology Workshop, pp. 114119. San Francisco: Morgan Kaufmann.
Matusevych, Y., Alishahi, A., & Backus, A. (2013). Computational simulations of second language construction learning. In Demberg, V. & Levi, R. (eds.), Proceedings of the Fourth Annual Workshop on Cognitive Modeling and Computational Linguistics (CMCL), pp. 4756. Stroudsburg: Association for Computational Linguistics.
McDonough, K., & Nekrasova-Becker, T. (2014). Comparing the effect of skewed and balanced input on English as a foreign language learners’ comprehension of the double-object dative construction. Applied Psycholinguistics, 35, 419442.
McRae, K., Ferretti, T. R., & Amyote, L. (1997). Thematic roles as verb-specific concepts. Language and Cognitive Processes, 12, 137176.
Mermillod, M., Bonin, P., Méot, A., Ferrand, L., & Paindavoine, M. (2012). Computational evidence that frequency trajectory theory does not oppose but emerges from age-of-acquisition theory. Cognitive Science, 36, 14991531.
Miller, G. A. (1995). WordNet: A lexical database for English. Communications of the ACM, 38, 3941.
Monaghan, J., & Ellis, A. W. (2002). What exactly interacts with spelling–sound consistency in word naming? Journal of Experimental Psychology: Learning, Memory, and Cognition, 28, 183206.
Monner, D., Vatz, K., Morini, G., Hwang, S. O., & DeKeyser, R. (2013). A neural network model of the effects of entrenchment and memory development on grammatical gender learning. Bilingualism: Language and Cognition, 16, 246265.
Montrul, S. A. (2008). Incomplete Acquisition in Bilingualism: Re-examining the Age Factor. Amsterdam: John Benjamins.
Moyer, A. (2004). Age, Accent, and Experience in Second Language Acquisition: An Integrated Approach to Critical Period Inquiry. Clevedon: Multilingual Matters.
Moyer, A. (2005). Formal and informal experiential realms in German as a foreign language: A preliminary investigation. Foreign Language Annals, 38, 377387.
Muñoz, C. (2011). Input and long-term effects of starting age in foreign language learning. International Review of Applied Linguistics in Language Teaching (IRAL), 49, 113133.
Muñoz, C., & Singleton, D. (2011). A critical review of age-related research on L2 ultimate attainment. Language Teaching, 44, 135.
Newell, A., & Rosenbloom, P. S. (1981). Mechanisms of skill acquisition and the law of practice. In Anderson, J. R. (ed.), Cognitive Skills and Their Acquisition, pp. 155. Hillsdale: Lawrence Erlbaum.
Oller, J. W., & Inal, N. (1971). A cloze test of English prepositions. TESOL Quarterly, 5, 315326.
Palmer, M. (2009). SemLink: Linking PropBank, VerbNet and FrameNet. In Rumshisky, A. & Calzolari, N. (eds.), Proceedings of the 5th International Conference on Generative Approaches to the Lexicon, pp. 915. Stroudsburg: Association for Computational Linguistics.
Palmer, M., Gildea, D., & Kingsbury, P. (2005). The proposition bank: An annotated corpus of semantic roles. Computational Linguistics, 31, 71106.
Pinker, S., & Ullman, M. T. (2002). The past and future of the past tense. Trends in Cognitive Sciences, 6, 456463.
Pulvermüller, F., Cappelle, B., & Shtyrov, Y. (2013). Brain basis of meaning, words, constructions, and grammar. In Trousdale, G. & Hoffmann, T. (eds.), Oxford Handbook of Construction Grammar, pp. 397416. Oxford: Oxford University Press.
Pulvermüller, F., & Knoblauch, A. (2009). Discrete combinatorial circuits emerging in neural networks: A mechanism for rules of grammar in the human brain? Neural Networks, 22, 161172.
Römer, U., O'Donnell, M. B., & Ellis, N. C. (2014). Second language learner knowledge of verb–argument constructions: Effects of language transfer and typology. The Modern Language Journal, 98, 952975.
Ruppenhofer, J., Ellsworth, M., Petruck, M. R., Johnson, C. R., & Scheffczyk, J. (2010). FrameNet II: Extended theory and practice. https://framenet2.icsi.berkeley.edu/docs/r1.5/book.pdf (retrieved December 23, 2014).
Schmid, H. J. (2007). Entrenchment, salience, and basic levels. In Geeraerts, D. & Cuyckens, H. (eds.), The Oxford Handbook of Cognitive Linguistics, pp. 117138. Oxford: Oxford University Press.
Schuler, K. K. (2006). VerbNet: A Broad-Coverage, Comprehensive Verb Lexicon (Unpublished doctoral dissertation). University of Pennsylvania.
Sloutsky, V. M. (2003). The role of similarity in the development of categorization. Trends in Cognitive Sciences, 7, 246251.
Stewart, N., & Ellis, A. W. (2008). Order of acquisition in learning perceptual categories: A laboratory analogue of the age-of-acquisition effect? Psychonomic Bulletin & Review, 15, 7074.
Tomasello, M. (2003). Constructing a Language: A Usage-Based Theory of Language Acquisition. Cambridge: Harvard University Press.
Tyler, A. (2012). Cognitive Linguistics and Second Language Learning: Theoretical Basics and Experimental Evidence. New York: Routledge.
Ullman, M. T. (2015). The declarative/procedural model. In VanPatten, B. & Williams, J. (eds.), Theories in Second Language Acquisition: An Introduction (2nd ed.), pp. 135158. New York: Routledge.
Wesche, M. B., & Paribakht, T. S. (2000). Reading-based exercises in second language vocabulary learning: An introspective study. The Modern Language Journal, 84, 196213.
Wonnacott, E., Newport, E. L., & Tanenhaus, M. K. (2008). Acquiring and processing verb argument structure: Distributional learning in a miniature language. Cognitive Psychology, 56, 165209.
Year, J., & Gordon, P. (2009). Korean speakers’ acquisition of the English ditransitive construction: The role of verb prototype, input distribution, and frequency. The Modern Language Journal, 93, 399417.
Zevin, J. D., & Seidenberg, M. S. (2002). Age of acquisition effects in word reading and other tasks. Journal of Memory and language, 47, 129.
Zhao, X., & Li, P. (2010). Bilingual lexical interactions in an unsupervised neural network model. International Journal of Bilingual Education and Bilingualism, 13, 505524.
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Bilingualism: Language and Cognition
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