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A Quantitative and Network Approach to Alignment Effects in L2 Continuation Tasks

  • Heng Chen

    Heng CHEN is an associate professor of applied linguistics at Guangdong University of Foreign Studies. His research has focused on quantitative linguistics, language development, corpus linguistics, and linguistic networks.

Published/Copyright: October 12, 2021
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Abstract

The present study employed a quantitative and network approach to detect alignment effects in second language (L2) continuation tasks designed on the xu-argument (Wang, 2016). The materials used in this study were 6 sub-corpora consisting of two selected input stories and two groups of L2 written production based on two continuation tasks. During continuation, the participants were required to continue in English a story with its ending removed, with one group reading and continuing the Chinese version and the other group the English version, and then switching their roles in the two tasks. Results show that the alignment effect differs across the two versions of continuation. Specifically, compared with the Chinese-version continuation, L2 learners produced more use of unigrams and bigrams similar to the input story in terms of lexical items, frequency and ranking correlations in the English-version task; on the other hand, the English-version continuation can facilitate generating linguistic networks that are much closer to the native English networks. Moreover, this research corroborates that written production in L2 continuation tasks can be influenced by input content.

About the author

Heng Chen

Heng CHEN is an associate professor of applied linguistics at Guangdong University of Foreign Studies. His research has focused on quantitative linguistics, language development, corpus linguistics, and linguistic networks.

Acknowledgments

This study was supported by the MOE Project of the Center for Linguistics and Applied Linguistics, Guangdong University of Foreign Studies, the Philosophy and Social Science Planning Project of Guangdong Province (Grant No. GD19YYY04), and the Social Science Foundation of the Education Ministry of China (Grant No. 20YJC740005).

References

Altmann, G. (1978). Towards a theory of language. In G. Altmann (Ed. ), Glottometrika 1 (pp. 1-25). Brockmeyer.Search in Google Scholar

Arnon, I. , & Christiansen, M. H. (2017). The role of multiword building blocks in explaining L1–L2 differences. Topics in Cognitive Science, 9(3), 621-636.10.1111/tops.12271Search in Google Scholar

Atkinson, D. , Churchill, E. , Nishino, T. , & Okada, H. (2007). Alignment and interaction in a sociocognitive approach to second language acquisition. The Modern Language Journal, 91(2), 169-188.10.1111/j.1540-4781.2007.00539.xSearch in Google Scholar

Baker, P. , Hardie, A. , & McEnery, T. (2006). A glossary of corpus linguistics. Edinburgh University Press.10.1515/9780748626908Search in Google Scholar

Benson, M. , Benson, E. , & Ilson, R. (1986). The BBI combinatory dictionary of English: A guide to word combinations. John Benjamins.10.1075/z.bbi1(1st)Search in Google Scholar

Bestgen, Y. , & Granger, S. (2014). Quantifying the development of phraseological competence in L2 English writing: An automated approach. Journal of Second Language Writing, 26, 28-41.10.1016/j.jslw.2014.09.004Search in Google Scholar

Biber, D. , Conrad, S. , & Cortes, V. (2004). If you look at ... : Lexical bundles in university teaching and textbooks. Applied linguistics, 25(3), 371-405.10.1093/applin/25.3.371Search in Google Scholar

Boers, F. , & Webb, S. (2018). Teaching and learning collocation in adult second and foreign language learning. Language Teaching, 51, 77-89.10.1017/S0261444817000301Search in Google Scholar

Boulton, A. , & Cobb, T. (2017). Corpus use in language learning: A meta-analysis. Language Learning, 67(2), 348-393.10.1111/lang.12224Search in Google Scholar

Branigan, H. P. , Garrod, S. , & Pickering, M. J. (2014). Alignment (interactive). In P. J. Brooks & V. Kempe (Eds. ), Encyclopedia of language development (pp. 13-16). SAGE Publications.10.4135/9781483346441.n5Search in Google Scholar

Brezina, V. , McEnery, T. , & Wattam, S. (2015). Collocations in context: A new perspective on collocation networks. International Journal of Corpus Linguistics, 20(2), 139-173.10.1075/ijcl.20.2.01breSearch in Google Scholar

Čech, R. , & Mačutek, J. (2009). Word form and lemma syntactic dependency networks in Czech: A comparative study. Glottometrics, 19, 85-98.Search in Google Scholar

Chen, H. , Chen, X. , & Liu, H. (2018). How does language change as a lexical network? An investigation based on written Chinese word co-occurrence networks. PloS ONE, 13(2), e0192545.10.1371/journal.pone.0192545Search in Google Scholar

Chen, H. , & Xu, H. (2019). Quantitative linguistics approach to interlanguage development: A study based on the Guangwai-Lancaster Chinese Learner Corpus. Lingua, 230, 102736.10.1016/j.lingua.2019.102736Search in Google Scholar

Chen, Y. H. , & Baker, P. (2010). Lexical bundles in L1 and L2 academic writing. Language learning & technology, 14(2), 30-49.Search in Google Scholar

Christiansen, M. , & Chater, N. (2016). The Now-or-Never bottleneck: A fundamental constraint on language. Behavioral and Brain Sciences, 39, E62. doi:10.1017/S0140525X1500031X10.1017/S0140525X1500031XSearch in Google Scholar

Collins, A. M. , & Loftus, E. F. (1975). A spreading-activation theory of semantic processing. Psychological Review, 82(6), 407.10.1016/B978-1-4832-1446-7.50015-7Search in Google Scholar

Cong, J. , & Liu, H. (2014). Approaching human language with complex networks. Physics of Life Reviews, 11(4), 598-618.10.1016/j.plrev.2014.04.004Search in Google Scholar

Corominas-Murtra, B. , Valverde, S. , & Solé, R. (2009). The ontogeny of scale-free syntax networks: Phase transitions in early language acquisition. Advances in Complex Systems, 12(3), 371-392.10.1142/S0219525909002192Search in Google Scholar

Cui, Y. , Yang, L. , & Wolter, B. (2019). Alignment effect in the continuation task of Chinese low-intermediate English learners. Applied Linguistics Review, 2019 (aop). doi: 10. 1515/applirev-2019-003510.1515/applirev-2019-0035Search in Google Scholar

Culbertson, G. , Andersen, E. , & Christiansen, M. H. (2020). Using utterance recall to assess second language proficiency. Language Learning, 70(S2), 104-132.10.1111/lang.12399Search in Google Scholar

Durrant, P. , & Schmitt, N. (2009). To what extent do native and non-native writers make use of collocations? International Review of Applied Linguistics in Language Teaching, 47, 157-177.10.1515/iral.2009.007Search in Google Scholar

Ellis, N. C. (1996). Sequencing in SLA: Phonological memory, chunking, and points of order. Studies in Second Language Acquisition, 18, 91-126.10.1017/S0272263100014698Search in Google Scholar

Ellis, N. C. (2012). Formulaic language and second language acquisition: Zipf and the phrasal teddy bear. Annual Review of Applied Linguistics, 32, 17-44.10.1017/S0267190512000025Search in Google Scholar

Ellis, N. C. , & Larsen-Freeman, D. (2006). Language emergence: Implications for applied linguistics-introduction to the special issue. Applied Linguistics, 27(4), 558-589.10.1093/applin/aml028Search in Google Scholar

Ellis, N. C. , & Larsen-Freeman, D. (2009). Language as a complex adaptive system. Wiley-Blackwell.Search in Google Scholar

Ellis, N. C. , Römer, U. , & O’Donnell, M. B. (2016). Usage-based approaches to language acquisition and processing: Cognitive and corpus investigations of construction grammar. Wiley-Blackwell.Search in Google Scholar

Foster, P. , Bolibaugh, C. , & Kotula, A. (2014). Knowledge of nativelike selections in a L2: The influence of exposure, memory, age of onset, and motivation in foreign language and immersion settings. Studies in Second Language Acquisition, 36(1), 101-132.10.1017/S0272263113000624Search in Google Scholar

Friginal, E. , Lee, J. J. , Polat, B. , & Roberson, A. (2017). Exploring spoken English learner language using corpora: Learner talk. Springer.10.1007/978-3-319-59900-7Search in Google Scholar

Gablasova, D. , Brezina, V. , & McEnery, T. (2017). Collocations in corpus-based language learning research: Identifying, comparing, and interpreting the evidence. Language learning, 67(S1), 155-179.10.1111/lang.12225Search in Google Scholar

Garner, J. , & Crossley, S. (2018). A latent curve model approach to studying L2 n-gram development. The Modern Language Journal, 102, 494-511.10.1111/modl.12494Search in Google Scholar

Garner, J. , Crossley, S. , & Kyle, K. (2019). N-gram measures and L2 writing proficiency. System, 80, 176-187.10.1016/j.system.2018.12.001Search in Google Scholar

Godwin-Jones, R. (2017). Data-informed language learning. Language Learning & Technology, 21(3), 9-27.Search in Google Scholar

Granger, S. , Gilquin, G. , & Meunier, F. (2015). The Cambridge handbook of learner corpus research. Cambridge University Press.10.1017/CBO9781139649414Search in Google Scholar

Havlin, S. (1995). The distance between Zipf plots. Physica A Statistical Mechanics & Its Applications, 216(1-2), 148-150.10.1016/0378-4371(95)00069-JSearch in Google Scholar

Hudson, R. (2008). Word grammar, cognitive linguistics, and second language learning and teaching. In P. Robinson & N. C. Ellis (Eds. ), Handbook of cognitive linguistics and second language acquisition (pp. 99-123). Routledge.10.4324/9780203938560-13Search in Google Scholar

Hudson, R. A. (2007). Language networks: The new word grammar. Oxford University Press.10.1016/B0-08-044854-2/02057-5Search in Google Scholar

Jiang, J. , Bi, P. , & Liu, H. (2019a). Syntactic complexity development in the writings of EFL learners: Insights from a dependency syntactically-annotated corpus. Journal of Second Language Writing, 46, 100666.10.1016/j.jslw.2019.100666Search in Google Scholar

Jiang, J. , Ouyang, J. , & Liu, H. (2019b). Interlanguage: A perspective of quantitative linguistic typology. Language Sciences, 74, 85-97.10.1016/j.langsci.2019.04.004Search in Google Scholar

Jiang, J. , Yu, W. , & Liu, H. (2019c). Does scale-free syntactic network emerge in second language learning?. Frontiers in Psychology, 10, 925.10.3389/fpsyg.2019.00925Search in Google Scholar

Kim, M. , Crossley, S. A. , & Kyle, K. (2018). Lexical sophistication as a multidimensional phenomenon: Relations to second language lexical proficiency, development, and writing quality. The Modern Language Journal, 102(1), 120-141.10.1111/modl.12447Search in Google Scholar

Kim, Y. , Jung, Y. , & Skalicky, S. (2019). Linguistic alignment, learner characteristics, and the production of stranded prepositions in relative clauses: Comparing FTF and SCMC contexts. Studies in Second Language Acquisition, 41(5), 937-969.10.1017/S0272263119000093Search in Google Scholar

Köhler, R. (2012). Quantitative syntax analysis. Walter de Gruyter.10.1515/9783110272925Search in Google Scholar

Kyle, K. , & Crossley, S. (2016). The relationship between lexical sophistication and independent and source-based writing. Journal of Second Language Writing, 34, 12-24.10.1016/j.jslw.2016.10.003Search in Google Scholar

Kyle, K. , Crossley, S. A. , & Kim, Y. J. (2015). Native language identification and writing proficiency. International Journal of Learner Corpus Research, 1(2), 187-209.10.1075/ijlcr.1.2.01kylSearch in Google Scholar

Larsen-Freeman, D. (2012). Complex, dynamic systems: A new transdisciplinary theme for applied linguistics? Language Teaching, 45(2), 202-214.10.1017/S0261444811000061Search in Google Scholar

Lei, L. , & Liu, D. (2019). Research trends in applied linguistics from 2005 to 2016: A bibliometric analysis and its implications. Applied Linguistics, 40(3), 540-561.10.1093/applin/amy003Search in Google Scholar

Liu, H. , & Cong, J. (2013). Language clustering with word co-occurrence networks based on parallel texts. Chinese Science Bulletin, 58(10), 1139-1144.10.1007/s11434-013-5711-8Search in Google Scholar

Liu, H. , & Cong, J. (2014). Empirical characterization of modern Chinese as a multi-level system from the complex network approach. Journal of Chinese Linguistics, 42(1), 1-38.Search in Google Scholar

Markee, N. , & Kunitz, S. (2013). Doing planning and task performance in second language acquisition: An ethnomethodological respecification. Language Learning, 63(4), 629-664.10.1111/lang.12019Search in Google Scholar

McCauley, S. M. , & Christiansen, M. H. (2017). Computational investigations of multiword chunks in language learning. Topics in Cognitive Science, 9(3), 637-652.10.1111/tops.12258Search in Google Scholar

McDonough, K. , & Trofimovich, P. (2009). Using priming methods in second language research. Routledge.Search in Google Scholar

McEnery, T. , Brezina, V. , Gablasova, D. , & Banerjee, J. (2019). Corpus linguistics, learner corpora, and SLA: Employing technology to analyze language use. Annual Review of Applied Linguistics, 39, 74-92.10.1017/S0267190519000096Search in Google Scholar

McWhorter, J. (2011). Linguistic simplicity and complexity: Why do languages undress? (Vol. 1). De Gruyter Mouton.10.1515/9781934078402Search in Google Scholar

Meara, P. (2016). Texts as vocabulary networks. In H. Chodkiewicz, P. Steinbrich, & M. Krzemińska-Adamek (Eds. ), Working with text and around text in foreign language environments (pp. 193-204). Springer International Publishing.10.1007/978-3-319-33272-7_12Search in Google Scholar

Meara, P. M. (2009). Connected words: Word associations and second language vocabulary acquisition. Benjamins.10.1075/lllt.24Search in Google Scholar

Ouyang, J. , & Jiang, J. (2018). Can the probability distribution of dependency distance measure language proficiency of second language learners? Journal of Quantitative Linguistics, 25(4), 295-313.10.1080/09296174.2017.1373991Search in Google Scholar

Peng, J. , Wang, C. , & Lu, X. (2020). Effect of the linguistic complexity of the input text on alignment, writing fluency, and writing accuracy in the continuation task. Language Teaching Research, 24(3), 364-381.10.1177/1362168818783341Search in Google Scholar

Pickering, M. J. , & Garrod, S. (2004). Toward a mechanistic psychology of dialogue. Behavioral and Brain Sciences, 27(2), 169-190.10.1017/S0140525X04000056Search in Google Scholar

Plonsky, L. (2015). Advancing quantitative methods in second language research. Routledge.10.4324/9781315870908Search in Google Scholar

Saito, K. (2020). Multi - or single - word units? The role of collocation use in comprehensible and contextually appropriate second language speech. Language Learning, 70(2), 548-588.10.1111/lang.12387Search in Google Scholar

Salsbury, T. , Crossley, S. A. , & McNamara, D. S. (2011). Psycholinguistic word information in second language oral discourse. Second Language Research, 27, 343-360.10.1177/0267658310395851Search in Google Scholar

Selinker, L. (1972). Interlanguage. International Review of Applied Linguistics, 10, 209-231.10.1515/iral.1972.10.1-4.209Search in Google Scholar

Selinker, L. , Swain, M. , & Dumas, G. (1975). The interlanguage hypothesis extended to children. Language learning, 25(1), 139-152.10.1111/j.1467-1770.1975.tb00114.xSearch in Google Scholar

Siyanova-Chanturia, A. (2015). On the “holistic” nature of formulaic language. Corpus Linguistics and Linguistic Theory, 11(2), 285-301.10.1515/cllt-2014-0016Search in Google Scholar

Siyanova-Chanturia, A. , & Spina, S. (2020). Multi-word expressions in second language writing: A large-scale longitudinal learner corpus study. Language Learning, 70(2), 420-463.10.1111/lang.12383Search in Google Scholar

Tarone, E. (1979). Interlanguage as chameleon. Language Learning, 29(1), 181-191.10.1111/j.1467-1770.1979.tb01058.xSearch in Google Scholar

Tarone, E. (2006). Interlanguage. In K. Brown (Ed. ), Encyclopedia of language and linguistics (pp. 747-751). Elsevier.10.1016/B0-08-044854-2/00618-0Search in Google Scholar

Tomasello, M. (2003). Constructing a language: A usage-based theory of language acquisition. Harvard University Press.Search in Google Scholar

Wang, C. (2012). 读后续写——提高外语学习效率的一种有效方法 [Use of the continuation task to improve L2 learning efficiency]. Journal of the Foreign Language World, 152(5), 2-7.Search in Google Scholar

Wang, C. (2016). 以“续”促学[Learning by extension]. Modern Foreign Languages, 39(6), 784-793.Search in Google Scholar

Wang, C. , & Wang, M. (2015). Effect of alignment on L2 written production. Applied Linguistics, 36(5), 503-526.10.1093/applin/amt051Search in Google Scholar

Wray, A. (2002). Formulaic language and the lexicon. Cambridge University Press.10.1017/CBO9780511519772Search in Google Scholar

Wray, A. (2019). Concluding question: Why don’t second language learners more proactively target formulaic sequences? In A. Siyanova-Chanturia & A. Pellicer-Sanchez (Eds. ), Understanding formulaic language: A second language acquisition perspective (pp. 248-269). Routledge.10.4324/9781315206615-14Search in Google Scholar

Zipf, G. K. (1935). Psycho-biology of language. Houghton Mifflin.Search in Google Scholar

Published Online: 2021-10-12
Published in Print: 2021-09-27

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