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Individual Differences in L2 Processing of Multi-word Phrases: Effects of Working Memory and Personality

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Computational and Corpus-Based Phraseology (EUROPHRAS 2017)

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Abstract

There is an accumulating body of evidence that knowledge of the statistics of multiword phrases (MWP) facilitates native language learning and processing both in children and adults. However, less is known about whether adult second language (L2) learners are able to develop native-like sensitivity to the statistics of MWP, and more importantly up until now no attempt has been made to determine to what extent variation in this ability is related to individual differences (IDs) in cognitive and affective factors. Using a within-subject design embedded in an individual-differences framework, the aim of the present study was twofold: (1) to replicate the MWP frequency effect reported in Hernandez et al. [1] with another sample of L2 learners, and (2) to determine to what extent variation in online L2 processing of MWP can be accounted for by two IDs measures, working memory (WM) and personality. We could replicate the frequency effect for MWP from the high frequency band but not for MWP from the low frequency band. Our findings revealed that while there was no main effect of WM, the Openness personality trait had a statistically significant impact on online L2 processing of MWP. However, subsequent analyses yielded three significant two-way interactions indicating that the relationship between WM, personality and online L2 processing of MWP is a complex one. Taken together our findings underscore the importance of further investigation of L2 learners’ ability to keep track of and build up knowledge of the statistics of MWPs as well as the interrelationships between the cognitive and affective IDs that impact the development of such ability.

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Notes

  1. 1.

    MWP have been investigated under various cover terms including multi-word phrases/sequences/chunks or formulaic sequences [9].

  2. 2.

    An important point to make here in connection with Krashen’s acquisition/learning hypothesis concerns the alleged distinction between second and foreign languages. There is now general consensus that the latter should be subsumed under the former term, since “underlying learning processes are essentially the same for more local and for more remote target languages, despite differing learning purposes and circumstances” ([26]: 1).

  3. 3.

    We used Average % correct as the scoring measure for LexTALE performance, as this had the highest correlation with the criterion measure in [54]. [1] report LexTALE performance on the basis of \(I_{sdt}\) scores ([56]) The mean LexTALE score of our group of 75.35% correct corresponds to an \(I_{sdt}\) score of 0.54.

References

  1. Hernández, M., Costa, A., Arnon, I.: More than words: multiword frequency effects in non-native speakers. Lang. Cogn. Neurosci. 31(6), 785–800 (2016)

    Article  Google Scholar 

  2. Beckner, C., Blythe, R., Bybee, J., Christiansen, M.H., Croft, W., Ellis, N.C., Holland, J., Ke, J., Larsen-Freeman, D., Schoenemann, T.: Language is a complex adaptive system: position paper. Lang. Learn. 59(s1), 1–26 (2009)

    Google Scholar 

  3. McClelland, J.L., Botvinick, M.M., Noelle, D.C., Plaut, D.C., Rogers, T.T., Seidenberg, M.S., Smith, L.B.: Letting structure emerge: connectionist and dynamical systems approaches to cognition. Trends Cogn. Sci. 14(8), 348–356 (2010)

    Article  Google Scholar 

  4. Christiansen, M.H., Chater, N., Culicover, P.W.: Creating Language: Integrating Evolution, Acquisition, and Processing. MIT Press, Cambridge (2016)

    Book  Google Scholar 

  5. Armstrong, B.C., Frost, R., Christiansen, M.H.: The long road of statistical learning research: past, present and future. Philos. Trans. R. Soc. B Biol. Sci. 372(1711) (2017)

    Google Scholar 

  6. Diessel, H.: Frequency effects in language acquisition, language use, and diachronic change. New Ideas Psychol. 25(2), 108–127 (2007)

    Article  Google Scholar 

  7. Ambridge, B., Kidd, E., Rowland, C.F., Theakston, A.L.: The ubiquity of frequency effects in first language acquisition. J. Child Lang. 42(02), 239–273 (2015)

    Article  Google Scholar 

  8. Pinker, S., Poeppel, D.: Words and rules: the ingredients of language. Nature 403(6768), 361 (2000)

    Google Scholar 

  9. Christiansen, M.H., Arnon, I.: More than words: the role of multiword sequences in language learning and use. Top. Cogn. Sci. 9, 542–551 (2017)

    Article  Google Scholar 

  10. Bannard, C., Lieven, E.: Formulaic language in L1 acquisition. Annu. Rev. Appl. Linguist. 32, 3–16 (2012)

    Article  Google Scholar 

  11. Conklin, K., Schmitt, N.: The processing of formulaic language. Annu. Rev. Appl. Linguist. 32, 45–61 (2012)

    Article  Google Scholar 

  12. MacWhinney, B.: The CHILDES system. Am. J. Speech Lang. Pathol. 5(1), 5–14 (1996)

    Article  Google Scholar 

  13. Cameron-Faulkner, T., Lieven, E., Tomasello, M.: A construction based analysis of child directed speech. Cogn. Sci. 27(6), 843–873 (2003)

    Article  Google Scholar 

  14. Lieven, E., Salomo, D., Tomasello, M.: Two-year-old children’s production of multiword utterances: a usage-based analysis. Cogn. Linguist. 20(3), 481–507 (2009)

    Article  Google Scholar 

  15. Kol, S., Nir, B., Wintner, S.: Computational evaluation of the traceback method. J. Child Lang. 41(01), 176–199 (2014)

    Article  Google Scholar 

  16. McCauley, S.M., Christiansen, M.H.: Computational investigations of multiword chunks in language learning (2015)

    Google Scholar 

  17. Bannard, C., Matthews, D.: Stored word sequences in language learning: the effect of familiarity on children’s repetition of four-word combinations. Psychol. Sci. 19(3), 241–248 (2008)

    Article  Google Scholar 

  18. Matthews, D., Bannard, C.: Childrens production of unfamiliar word sequences is predicted by positional variability and latent classes in a large sample of child-directed speech. Cogn. Sci. 34(3), 465–488 (2010)

    Article  Google Scholar 

  19. Arnon, I., Snider, N.: More than words: frequency effects for multi-word phrases. J. Mem. Lang. 62(1), 67–82 (2010)

    Article  Google Scholar 

  20. Tremblay, A., Derwing, B., Libben, G., Westbury, C.: Processing advantages of lexical bundles: evidence from self-paced reading and sentence recall tasks. Lang. Learn. 61(2), 569–613 (2011)

    Article  Google Scholar 

  21. Siyanova-Chanturia, A., Conklin, K., Schmitt, N.: Adding more fuel to the fire: An eye-tracking study of idiom processing by native and non-native speakers. Second Lang. Res. 27(2), 251–272 (2011)

    Article  Google Scholar 

  22. Conklin, K., Schmitt, N.: Formulaic sequences: are they processed more quickly than nonformulaic language by native and nonnative speakers? Appl. Linguist. 29(1), 72–89 (2008)

    Article  Google Scholar 

  23. Ellis, N.C., Simpson-vlach, R., Maynard, C.: Formulaic language in native and second language speakers: psycholinguistics, corpus linguistics, and tesol. Tesol Q. 42(3), 375–396 (2008)

    Article  Google Scholar 

  24. Durrant, P., Doherty, A.: Are high-frequency collocations psychologically real? Investigating the thesis of collocational priming. Corpus Linguist. Linguist. Theory 6(2), 125–155 (2010)

    Article  Google Scholar 

  25. Arnon, I., McCauley, S.M., Christiansen, M.H.: Digging up the building blocks of language: age-of-acquisition effects for multiword phrases. J. Mem. Lang. 92, 265–280 (2017)

    Article  Google Scholar 

  26. Mitchell, R., Myles, F., Marsden, E.: Second Language Learning Theories. Routledge, Abingdon (2013)

    Google Scholar 

  27. Dörnyei, Z., Skehan, P.: Individual differences in second language learning. In: Doughty, C.J., Long, M.H. (eds.) The Handbook of Second Language Acquisition, pp. 589–630. Blackwell, Oxford (2003)

    Chapter  Google Scholar 

  28. Dewaele, J.-M.: Individual differences in second language acquisition. In: The New Handbook of Second Language Acquisition, vol. 2, pp. 623–646 (2009)

    Google Scholar 

  29. Baddeley, A.D., Hitch, G.: Working memory. Psychol. Learn. Motiv. 8, 47–89 (1974)

    Article  Google Scholar 

  30. Daneman, M., Carpenter, P.A.: Individual differences in working memory and reading. J. Verbal Learn. Verbal Behav. 19(4), 450–466 (1980)

    Article  Google Scholar 

  31. Miyake, A., Shah, P.: MoDels of Working Memory: Mechanisms of Active Maintenance and Executive Control. Cambridge University Press, Cambridge (1999)

    Book  Google Scholar 

  32. Baddeley, A.: Working Memory, Thought, and Action, vol. 45. OUP, Oxford (2007)

    Book  Google Scholar 

  33. Kane, M.J., Conway, A.R., Hambrick, D.Z., Engle, R.W.: Variation in working memory capacity as variation in executive attention and control. In: Variation in Working Memory, vol. 1, pp. 21–48 (2007)

    Google Scholar 

  34. Baddeley, A.: Working memory: looking back and looking forward. Nat. Rev. Neurosci. 4(10), 829–839 (2003)

    Article  Google Scholar 

  35. Cowan, N.: Working Memory Capacity. Psychology Press, Hove (2012)

    Google Scholar 

  36. Carpenter, P.A., Just, M.A.: The role of working memory in language comprehension. In: Klahr, D., Kotovsky, K. (eds.) Complex Information Processing: The Impact of Herbert A. Simon, pp. 31–68. Erlbaum, Hillsdale (1989)

    Google Scholar 

  37. Miyake, A., Just, M.A., Carpenter, P.A.: Working memory constraints on the resolution of lexical ambiguity: maintaining multiple interpretations in neutral contexts. J. Mem. Lang. 33(2), 175 (1994)

    Article  Google Scholar 

  38. Juffs, A., Harrington, M.: Aspects of working memory in L2 learning. Lang. Teach. 44(02), 137–166 (2011)

    Article  Google Scholar 

  39. Williams, J.N.: Working memory and SLA. In: Gass, S., Mackey, A. (eds.) The Routledge Handbook of Second Language Acquisition, pp. 427–441. Routledge, London (2012)

    Google Scholar 

  40. Wen, Z., Mota, M.B., McNeill, A.: Working Memory in Second Language Acquisition and Processing, vol. 87. Multilingual Matters, Bristol (2015)

    Google Scholar 

  41. Robinson, P.: Effects of individual differences in intelligence, aptitude and working memory on adult incidental SLA. In: Robinson, P. (ed.) Individual Differences and Instructed Language Learning, pp. 211–266. John Benjamins, Amsterdam (2002)

    Chapter  Google Scholar 

  42. Skehan, P.: Theorising and updating aptitude. Individ. Differ. Instruct. Lang. Learn. 2, 69–94 (2002)

    Article  Google Scholar 

  43. Bolibaugh, C., Foster, P.: Memory-based aptitude for nativelike selection: the role of phonological short-term memory. In: Granena, G., Long, M. (eds.) Sensitive Periods, Language Aptitude, and Ultimate L2 Attainment, vol. 35, p. 205. John Benjamins Publishing Company, Amsterdam (2013)

    Chapter  Google Scholar 

  44. Foster, P., Bolibaugh, C., Kotula, A.: Knowledge of nativelike selections in a L2. Stud. Second Lang. Acquis. 36(01), 101–132 (2014)

    Article  Google Scholar 

  45. Conway, A.R., Kane, M.J., Bunting, M.F., Hambrick, D.Z., Wilhelm, O., Engle, R.W.: Working memory span tasks: a methodological review and users guide. Psychon. Bull. Rev. 12(5), 769–786 (2005)

    Article  Google Scholar 

  46. Linck, J.A., Osthus, P., Koeth, J.T., Bunting, M.F.: Working memory and second language comprehension and production: a meta-analysis. Psychon. Bull. Rev. 21(4), 861–883 (2014)

    Article  Google Scholar 

  47. Allport, G.W.: Pattern and Growth in Personality. Holt, Rinehart & Winston, New York (1961)

    Google Scholar 

  48. Dewaele, J.-M.: Personality in second language acquisition. In: Chapelle, C.A. (ed.) The Encyclopedia of Applied Linguistics. Wiley-Blackwell, Oxford (2013)

    Google Scholar 

  49. Cervone, D., Pervin, L.A.: Personality Psychology. Wiley, Hoboken (2010)

    Google Scholar 

  50. John, O.P., Naumann, L.P., Soto, C.J.: Paradigm shift to the integrative big five trait taxonomy. In: John, O.P., Robins, R.W., Pervin, L.A. (eds.) Handbook of Personality: Theory and Research, vol. 3, pp. 114–158. Guilford Press, New York (2008)

    Google Scholar 

  51. Ehrman, M.E., Oxford, R.L.: Cognition plus: correlates of language learning success. Mod. Lang. J. 79(1), 67–89 (1995)

    Article  Google Scholar 

  52. Verhoeven, L., Vermeer, A.: Communicative competence and personality dimensions in first and second language learners. Appl. Psycholinguist. 23(03), 361–374 (2002)

    Article  Google Scholar 

  53. Kaufman, S.B., DeYoung, C.G., Gray, J.R., Jiménez, L., Brown, J., Mackintosh, N.: Implicit learning as an ability. Cognition 116(3), 321–340 (2010)

    Article  Google Scholar 

  54. Lemhöfer, K., Broersma, M.: Introducing lextale: a quick and valid lexical test for advanced learners of English. Behav. Res. Methods 44(2), 325–343 (2012)

    Article  Google Scholar 

  55. Marian, V., Blumenfeld, H.K., Kaushanskaya, M.: The language experience and proficiency questionnaire (LEAP-Q): assessing language profiles in bilinguals and multilinguals. J. Speech Lang. Hear. Res. 50(4), 940–967 (2007)

    Article  Google Scholar 

  56. Huibregtse, I., Admiraal, W., Meara, P.: Scores on a yes-no vocabulary test: correction for guessing and response style. Lang. Test. 19(3), 227–245 (2002)

    Article  Google Scholar 

  57. Godfrey, J.J., Holliman, E.C., McDaniel, J.: Switchboard: telephone speech corpus for research and development. In: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-92, vol. 1, pp. 517–520. IEEE (1992)

    Google Scholar 

  58. Cieri, C., Miller, D., Walker, K.: The fisher corpus: a resource for the next generations of speech-to-text. LREC 4, 69–71 (2004)

    Google Scholar 

  59. Mathôt, S., Schreij, D., Theeuwes, J.: Opensesame: an open-source, graphical experiment builder for the social sciences. Behav. Res. Methods 44(2), 314–324 (2012)

    Article  Google Scholar 

  60. Waters, G.S., Caplan, D.: Processing resource capacity and the comprehension of garden path sentences. Mem. Cogn. 24(3), 342–355 (1996)

    Article  Google Scholar 

  61. Stone, J., Towse, J.: A working memory test battery: java-based collection of seven working memory tasks. J. Open Res. Softw. 3(1), e5 (2015)

    Google Scholar 

  62. von Bastian, C.C., Locher, A., Ruflin, M.: Tatool: a java-based open-source programming framework for psychological studies. Behav. Res. Methods 45(1), 108–115 (2013)

    Article  Google Scholar 

  63. Barr, D.J., Levy, R., Scheepers, C., Tily, H.J.: Random effects structure for confirmatory hypothesis testing: keep it maximal. J. Mem. Lang. 68(3), 255–278 (2013)

    Article  Google Scholar 

  64. Durrant, P., Schmitt, N.: To what extent do native and non-native writers make use of collocations? IRAL Int. Rev. Appl. Linguist. Lang. Teach. 47(2), 157–177 (2009)

    Google Scholar 

  65. Ehrman, M.: Personality and Good Language Learners, p. 6172. Cambridge Language Teaching Library. Cambridge University Press, Cambridge (2008)

    Google Scholar 

  66. Gray, J.R., Braver, T.S.: Personality predicts working-memory related activation in the caudal anterior cingulate cortex. Cogn. Affect. Behav. Neurosci. 2(1), 64–75 (2002)

    Article  Google Scholar 

  67. Dima, D., Friston, K.J., Stephan, K.E., Frangou, S.: Neuroticism and conscientiousness respectively constrain and facilitate short-term plasticity within the working memory neural network. Hum. Brain Mapp. 36(10), 4158–4163 (2015)

    Article  Google Scholar 

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Kerz, E., Wiechmann, D. (2017). Individual Differences in L2 Processing of Multi-word Phrases: Effects of Working Memory and Personality. In: Mitkov, R. (eds) Computational and Corpus-Based Phraseology. EUROPHRAS 2017. Lecture Notes in Computer Science(), vol 10596. Springer, Cham. https://doi.org/10.1007/978-3-319-69805-2_22

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