
The Effect of Source Text Structure in L2-to-L1 Translation
© 2026 KASELL All rights reserved
This is an open-access article distributed under the terms of the Creative Commons License, which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract
Research in translation has long suggested that the source text structure exerts a strong influence on the translated output, but previous works have mainly examined the source text in isolation in the absence of a structural alternative. It remains unclear whether the strong effect of the source text persists when another target language structure is available, and the present study investigates the extent to which bilinguals are influenced by the syntactic structure of the source text as opposed to that of a previously encountered translation. Forty-five Korean learners of English participated in two experiments that used a structural priming paradigm to examine whether their syntactic choices in translation were more influenced by the structure of English source sentences or that of the Korean translations they had previously read. In Experiment 1, attributive and predicative adjective structures were placed in systematic conflict between source text and translated text, employing a between-subjects design crossing prime structure with text presentation format (consecutive vs. simultaneous). In Experiment 2, nominalized structures in English were paired with Korean translations using either parallel nominalizations or finite clause structures in a within-subjects design. Across both experiments, participants consistently followed the source text structure in their translations (94.0% and 92.1%, respectively) regardless of text presentation format or second language proficiency. These findings suggest that source text structure operates as a robust processing anchor in translation, with previously encountered translations exerting no detectable influence under the conditions tested.
Keywords:
translation, source text effect, structural priming, cross-linguistic influenceReferences
-
Ahn, D. and V. S. Ferreira. 2024. Shared vs separate structural representations: Evidence from cumulative cross-language structural priming. Quarterly Journal of Experimental Psychology 77(1), 174-190.
[https://doi.org/10.1177/17470218231160942]
-
Bates, D., M. Mächler, B. Bolker and S. Walker. 2015. Fitting linear mixed-effects models using lme4. Journal of Statistical Software 67(1), 1-48.
[https://doi.org/10.18637/jss.v067.i01]
-
Bernolet, S., R. J. Hartsuiker and M. J. Pickering. 2007. Shared syntactic representations in bilinguals: Evidence for the role of word-order repetition. Journal of Experimental Psychology: Learning, Memory, and Cognition 33(5), 931-949.
[https://doi.org/10.1037/0278-7393.33.5.931]
-
Bernolet, S., R. J. Hartsuiker and M. J. Pickering. 2013. From language-specific to shared syntactic representations: The influence of second language proficiency on syntactic sharing in bilinguals. Cognition 127(3), 287-306.
[https://doi.org/10.1016/j.cognition.2013.02.005]
-
Bock, K. 1986. Syntactic persistence in language production. Cognitive Psychology 18(3), 355-387.
[https://doi.org/10.1016/0010-0285(86)90004-6]
-
Bock, K. and Z. M. Griffin. 2000. The persistence of structural priming: Transient activation or implicit learning? Journal of Experimental Psychology: General 129(2), 177-192.
[https://doi.org/10.1037/0096-3445.129.2.177]
-
Bolinger, D. 1967. Adjectives in English: Attribution and predication. Lingua 18, 1-34.
[https://doi.org/10.1016/0024-3841(67)90018-6]
-
Branigan, H. P. and M. J. Pickering. 2017. An experimental approach to linguistic representation. Behavioral and Brain Sciences 40, e282.
[https://doi.org/10.1017/S0140525X17001212]
-
Branigan, H. P., M. J. Pickering and A. A. Cleland. 2000. Syntactic co-ordination in dialogue. Cognition 75(2), B13-B25.
[https://doi.org/10.1016/S0010-0277(99)00081-5]
-
Cai, Z. G., M. J. Pickering, H. Yan and H. P. Branigan. 2011. Lexical and syntactic representations in closely related languages: Evidence from Cantonese–Mandarin bilinguals. Journal of Memory and Language 65(4), 431-445.
[https://doi.org/10.1016/j.jml.2011.05.003]
-
Chung, E. S. 2024. Second language processing of errors in Korean-to-English machine-translated output. Language Learning and Technology 28(1), 1-23.
[https://doi.org/10.64152/10125/73550]
-
Chung, E. S. 2025. The effect of text presentation format on L2 processing of machine translation errors. Computer Assisted Language Learning, 1-21.
[https://doi.org/10.1080/09588221.2025.2505922]
-
Ferreira, V. S. and K. Bock. 2006. The functions of structural priming. Language and Cognitive Processes 21(7-8), 1011-1029.
[https://doi.org/10.1080/01690960600824609]
-
Finkbeiner, M., K. Forster, J. Nicol and K. Nakamura. 2004. The role of polysemy in masked semantic and translation priming. Journal of Memory and Language 51(1), 1-22.
[https://doi.org/10.1016/j.jml.2004.01.004]
- Gellerstam, M. 1986. Translationese in Swedish novels translated from English. In L. Wollin and H. Lindquist, eds., Translation Studies in Scandinavia, 88-95. Lund, Sweden: CWK Gleerup.
- Halliday, M. A. K. 1985. An Introduction to Functional Grammar. London: Edward Arnold.
-
Hartsuiker, R. J. and S. Bernolet. 2017. The development of shared syntax in second language learning. Bilingualism: Language and Cognition 20(2), 219-234.
[https://doi.org/10.1017/S1366728915000164]
-
Hartsuiker, R. J., M. J. Pickering and E. Veltkamp. 2004. Is syntax separate or shared between languages? Cross-linguistic syntactic priming in Spanish-English bilinguals. Psychological Science 15(6), 409-414.
[https://doi.org/10.1111/j.0956-7976.2004.00693.x]
-
Jacob, G., M. J. Schaeffer, K. Oster and S. Hansen-Schirra. 2024. The psycholinguistics of shining-through effects in translation: Cross-linguistic structural priming or serial lexical co-activation? Applied Psycholinguistics 45(3), 542-566.
[https://doi.org/10.1017/S0142716424000183]
-
Jakobsen, A. L. 2003. Effects of think aloud on translation speed, revision and segmentation. In F. Alves, ed., Triangulating Translation: Perspectives in Process Oriented Research, 69-95. Amsterdam: John Benjamins.
[https://doi.org/10.1075/btl.45.08jak]
- Jensen, K. T. H., A. C. Sjørup and L. Winther Balling. 2009. Effects of L1 syntax on L2 translation. In F. Alves, S. Göpferich and I. M. Mees, eds., Methodology, Technology and Innovation in Translation Process Research: A Tribute to Arnt Lykke Jakobsen, 319-336. Copenhagen: Samfundslitteratur.
-
Kantola, L. and R. P. G. van Gompel. 2011. Between- and within-language priming is the same: Evidence for shared bilingual syntactic representations. Memory & Cognition 39(2), 276-290.
[https://doi.org/10.3758/s13421-010-0016-5]
-
Kootstra, G. J. and W. J. Doedens. 2016. How multiple sources of experience influence bilingual syntactic choice: Immediate and cumulative cross-language effects of structural priming, verb bias, and language dominance. Bilingualism: Language and Cognition 19(4), 710-732.
[https://doi.org/10.1017/S1366728916000420]
- Koptjevskaja-Tamm, M. 1993. Nominalizations. London: Routledge.
- Krings, H. P. 2001. Repairing Texts: Empirical Investigations of Machine Translation Post-editing Processes. Kent, OH: Kent State University Press.
-
Loebell, H. and K. Bock. 2003. Structural priming across languages. Linguistics 41(5), 791-824.
[https://doi.org/10.1515/ling.2003.026]
-
Maier, R. M., M. J. Pickering and R. J. Hartsuiker. 2017. Does translation involve structural priming? Quarterly Journal of Experimental Psychology 70(8), 1575-1589.
[https://doi.org/10.1080/17470218.2016.1194439]
-
Pickering, M. J. and H. P. Branigan. 1998. The representation of verbs: Evidence from syntactic priming in language production. Journal of Memory and Language 39(4), 633-651.
[https://doi.org/10.1006/jmla.1998.2592]
-
Pickering, M. J. and V. S. Ferreira. 2008. Structural priming: A critical review. Psychological Bulletin 134(3), 427-459.
[https://doi.org/10.1037/0033-2909.134.3.427]
- R Core Team. 2023. R: A Language and Environment for Statistical Computing. (Version 4.3.1) [Computer Software]. Available online at http://www.R-project.org
-
Resende, N. 2023. Investigating syntactic priming cumulative effects in MT-human interaction. Open Research Europe 1, 93.
[https://doi.org/10.12688/openreseurope.13902.2]
- Resende, N., B. Cowan and A. Way. 2020. MT syntactic priming effects on L2 English speakers. In Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 245-253. European Association for Machine Translation.
-
Schaeffer, M. J. and M. Carl. 2013. Shared representations and the translation process: A recursive model. Translation and Interpreting Studies 8(2), 169-190.
[https://doi.org/10.1075/tis.8.2.03sch]
-
Schoonbaert, S., R. J. Hartsuiker and M. J. Pickering. 2007. The representation of lexical and syntactic information in bilinguals: Evidence from syntactic priming. Journal of Memory and Language 56(2), 153-171.
[https://doi.org/10.1016/j.jml.2006.10.002]
- Sohn, H. M. 1999. The Korean Language. Cambridge: Cambridge University Press.
-
Teich, E. 2003. Cross-linguistic Variation in System and Text: A Methodology for the Investigation of Translations and Comparable Texts. Berlin: Mouton de Gruyter.
[https://doi.org/10.1515/9783110896541]
-
Tirkkonen-Condit, S. 2005. The monitor model revisited: Evidence from process research. Meta 50(2), 405-414.
[https://doi.org/10.7202/010990ar]
-
Toury, G. 1995. Descriptive Translation Studies and Beyond. Amsterdam: John Benjamins.
[https://doi.org/10.1075/btl.4]
-
van Hell, J. G. and A. M. B. de Groot. 2008. Sentence context modulates visual word recognition and translation in bilinguals. Acta Psychologica 128(3), 431-451.
[https://doi.org/10.1016/j.actpsy.2008.03.010]
- Yoon, J. H. S. 2017. Lexical nominalizations in Korean. In L. Brown and J. Yeon, eds., The Cambridge Handbook of Korean Linguistics, 357-385. Cambridge: Cambridge University Press.