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Abstract

The KSAU-HS Learner Corpus is a longitudinal corpus of EFL tertiary writing that complies with the FAIR principles. Collection began in 2022 and captures writing development during a period of emerging language technologies (2022–24). The corpus contains over 856,907 tokens across 2,387 texts produced by 157 preparatory year university students, within a CEFR-aligned program with an instructional range of approximately A2-B2. Texts span four trimesters and include rhetorical modes such as cause-and-effect, argumentation, and summarisation. Metadata includes years of English schooling, other languages spoken, and preferred reference tools. The corpus enables research into writing development to inform EAP pedagogy and assessment. Avenues for investigation include lexico-grammatical development, cross-linguistic influence, individual differences, and the impact of task conditions and language technologies. This resource promises data-driven insights into the textual features and factors that characterise EFL writing proficiency, and plans are in place to expand its size, representation, and accessibility.

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/content/journals/10.1075/ijlcr.25028.aln
2026-07-17
2026-08-16
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References

  1. Alfuraih, R. F.
    (2020) The undergraduate learner translator corpus: A new resource for translation studies and computational linguistics. Language Resources and Evaluation, (), –. 10.1007/s10579‑019‑09472‑6
    https://doi.org/10.1007/s10579-019-09472-6 [Google Scholar]
  2. Algouzi, S.
    (2021) Functions of the discourse marker so in the LINDSEI-AR corpus. Cogent Arts & Humanities, (), . 10.1080/23311983.2021.1872166
    https://doi.org/10.1080/23311983.2021.1872166 [Google Scholar]
  3. Al-Harthi, M., Alsaif, A., Al-Nafjan, E., Alshihri, F., & Saleh, M.
    (2024) Saudi Learner Translation Corpus: The design and compilation of an English — Arabic learner translation corpus. PLoS ONE, (), . 10.1371/journal.pone.0303729
    https://doi.org/10.1371/journal.pone.0303729 [Google Scholar]
  4. Al Nafjan, E., & Jawhar, S.
    (2025) Learner corpus research and data-driven learning in Saudi Arabia. InA. H. Al-Hoorie, C. Mitchell, & T. Elyas (Eds.), Language education in Saudi Arabia: Integrating technology in the classroom. Springer. 10.1007/978‑3‑031‑84278‑8_1
    https://doi.org/10.1007/978-3-031-84278-8_1 [Google Scholar]
  5. Althewini, A., Alkushi, A., Alhawsawi, S. Y., Al. Roomy, M., Jawhar, S. S., Aldafas, A., Almusaad, H. R., & Alnafisah, M.
    (2025) Examining the influence of admission criteria and English grades on performance in science and humanities courses at a Saudi medical university. Eurasian Journal of Educational Research, . https://ejer.com.tr/article​-view/?id​=2176
    [Google Scholar]
  6. Biber, D., & Conrad, S.
    (2019) Register, genre, and style. Cambridge University Press. 10.1017/9781108686136
    https://doi.org/10.1017/9781108686136 [Google Scholar]
  7. Biber, D., Conrad, S., & Reppen, R.
    (1998) Corpus linguistics: Investigating language structure and use. Cambridge University Press. 10.1017/CBO9780511804489
    https://doi.org/10.1017/CBO9780511804489 [Google Scholar]
  8. Biber, D., Reppen, R., Staples, S., & Egbert, J.
    (2020) Exploring the longitudinal development of grammatical complexity in the disciplinary writing of L2 English university students. International Journal of Learner Corpus Research, (), –. 10.1075/ijlcr.18007.bib
    https://doi.org/10.1075/ijlcr.18007.bib [Google Scholar]
  9. Boulton, A., & Vyatkina, N.
    (2021) Thirty years of data-driven learning: Taking stock and charting new directions over time. Language Learning & Technology, (), –. 10.64152/10125/73450
    https://doi.org/10.64152/10125/73450 [Google Scholar]
  10. Callies, M.
    (2023) Current perspectives on learner corpus research. AAA: Arbeiten aus Anglistik und Amerikanistik, (), –. https://www.jstor.org/stable/27227738
    [Google Scholar]
  11. Carlsen, C.
    (2012) Proficiency level — A fuzzy variable in computer learner corpora, Applied Linguistics, (), –. 10.1093/applin/amr047
    https://doi.org/10.1093/applin/amr047 [Google Scholar]
  12. Cheung, L., & Crosthwaite, P.
    (2025) CorpusChat: Integrating corpus linguistics and generative AI for academic writing development. Computer Assisted Language Learning, –. 10.1080/09588221.2025.2506480
    https://doi.org/10.1080/09588221.2025.2506480 [Google Scholar]
  13. Deshors, S. C., & Gries, S. T.
    (2020) Comparing learner corpora. InN. Tracy-Ventura, & M. Paquot (Eds.), The Routledge handbook of SLA and corpora (pp.–). Routledge. 10.4324/9781351137904‑10
    https://doi.org/10.4324/9781351137904-10 [Google Scholar]
  14. Díaz-Negrillo, A., & Thompson, P.
    (2013) Automatic annotation and analysis of learner corpus data. Amsterdam: John Benjamins.
    [Google Scholar]
  15. Forti, L.
    (2024) Proficiency-rated learner corpora: A promising resource for data-driven learning. International Journal of Learner Corpus Research (IJLCR), (), –. https://doi​-org.sdl.idm.oclc.org/10.1075/ijlcr.00045.for. 10.1075/ijlcr.00045.for
    https://doi.org/10.1075/ijlcr.00045.for [Google Scholar]
  16. Gilquin, G.
    (2008) Hesitation markers among EFL learners: Pragmatic deficiency or difference?InJ. Romero-Trillo (Ed.), Pragmatics and corpus linguistics: A mutualistic entente (Vol., pp.–). Université catholique de Louvain. hdl.handle.net/2078.1/75826. 10.1515/9783110199024.119
    https://doi.org/10.1515/9783110199024.119 [Google Scholar]
  17. Granger, S.
    (2002) A bird’s-eye view of learner corpus research. InS. Granger, J. Hung, & S. Petch-Tyson (Eds.), Computer learner corpora, Second language acquisition and foreign language teaching (pp.–). Amsterdam: John Benjamins. 10.1075/lllt.6.04gra
    https://doi.org/10.1075/lllt.6.04gra [Google Scholar]
  18. (2024) From early to future learner corpus research. International Journal of Learner Corpus Research, (), –. 10.1075/ijlcr.00050.gra
    https://doi.org/10.1075/ijlcr.00050.gra [Google Scholar]
  19. Granger, S., Dupont, M., Meunier, F., Naets, H., & Paquot, M.
    (2020) The International Corpus of Learner English (Version 3). Presses universitaires de Louvain.
    [Google Scholar]
  20. Granger, S., & Lefer, M. A.
    (2020) The Multilingual Student Translation corpus: a resource for translation teaching and research. Language Resources and Evaluation, , –. 10.1007/s10579‑020‑09485‑6
    https://doi.org/10.1007/s10579-020-09485-6 [Google Scholar]
  21. Habash, N., & Palfreyman, D.
    (2022) ZAEBUC: An annotated Arabic-English bilingual writer corpus. InN. Calzolari, F. Béchet, P. Blache, K. Choukri, C. Cieri, T. Declerck, S. Goggi, H. Isahara, B. Maegaard, J. Mariani, H. Mazo, J. Odijk, & S. Piperidis (Eds.), Proceedings of the thirteenth language resources and evaluation conference (pp.–). European Language Resources Association. 10.63317/4x8wa9bimjwg
    https://doi.org/10.63317/4x8wa9bimjwg [Google Scholar]
  22. Ishikawa, S.
    (2023) The ICNALE guide: An introduction to a learner corpus study on Asian learners’ L2 English (1st ed.). Routledge. 10.4324/9781003252528
    https://doi.org/10.4324/9781003252528 [Google Scholar]
  23. Larsson, T., Paquot, M., & Biber, D.
    (2021) On the importance of register in learner writing. InE. Seoane & D. Biber (Eds.), Studies in corpus linguistics (Vol., pp.–). John Benjamins. 10.1075/scl.103.09lar
    https://doi.org/10.1075/scl.103.09lar [Google Scholar]
  24. McEnery, T., & Hardie, A.
    (2012) Corpus linguistics: Method, theory and practice. Cambridge University Press.
    [Google Scholar]
  25. The Regents of the University of Michigan
    The Regents of the University of Michigan (2009) Michigan Corpus of Upper-level Student Papers (2009) The Regents of the University of Michigan. https://varieng.helsinki.fi/CoRD/corpora/MICUSP/
    [Google Scholar]
  26. Meunier, F.
    (2016) Introduction to the LONGDALE project. InE. Castello, K. Ackerley, & F. Coccetta (Eds.), Studies in learner corpus linguistics: Research and applications for foreign language teaching and assessment (pp.–). Peter Lang.
    [Google Scholar]
  27. Myles, F.
    (2021) Commentary: An SLA perspective on learner corpus research. InB. Le Bruyn, & M. Paquot (Eds.), Learner corpus research meets second language acquisition (pp.–). Cambridge University Press.
    [Google Scholar]
  28. Naismith, B., Han, N. R., & Juffs, A.
    (2022) The University of Pittsburgh English Language Institute Corpus (PELIC). International Journal of Learner Corpus Research, (), –. 10.1075/ijlcr.21002.nai
    https://doi.org/10.1075/ijlcr.21002.nai [Google Scholar]
  29. Nesi, H., & Gardner, S.
    (2012) Genres across the disciplines: Student writing in higher education. Cambridge University Press. 10.1017/9781009030199
    https://doi.org/10.1017/9781009030199 [Google Scholar]
  30. Paquot, M.
    (2024) Learner corpus research: A critical appraisal and roadmap for contributing (more) to SLA research agendas. Corpus Linguistics and Linguistic Theory, (), –. 10.1515/cllt‑2024‑0014
    https://doi.org/10.1515/cllt-2024-0014 [Google Scholar]
  31. Paquot, M., König, A., Stemle, E. W., & Frey, J. C.
    (2024) The core metadata schema for learner corpora (LC-meta): Collaborative efforts to advance data discoverability, metadata quality and study comparability in L2 research. International Journal of Learner Corpus Research, (), –. 10.1075/ijlcr.24010.paq
    https://doi.org/10.1075/ijlcr.24010.paq [Google Scholar]
  32. Wilkinson, M. D., Dumontier, M., Aalbersberg, I. J., Appleton, G., Axton, M., Baak, A., Blomberg, N., Boiten, J. W., Bonino da Silva Santos, L., Bourne, P. E., Bouwman, J., Brookes, A. J., Clark, T., Crosas, M., Dillo, I., Dumon, O., Edmunds, S., Evelo., C. T., Finkers, R., … & Mons, B.
    (2016) The FAIR guiding principles for scientific data management and stewardship. Scientific Data, (), . 10.1038/sdata.2016.18
    https://doi.org/10.1038/sdata.2016.18 [Google Scholar]
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