Enhancing EFL argumentative writing through an AI-powered corpus: impact on learner writing proficiency

  • Lihang ZHU
  • , Yanfang SU
  • , Simin XU
  • , Kanglong LIU*
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

Abstract

Argumentative writing skills are fundamental to academic literacy in higher education. However, English as a Foreign Language (EFL) learners often face significant challenges in producing coherent and well-structured argumentative texts. While previous research has explored the potential of corpus-based instruction and ChatGPT-assisted learning in enhancing writing skills, limited attention has been paid to the role of AI-powered corpus tools in improving students’ argumentative writing performance. This study investigated the effectiveness of corpus-based language pedagogy (CBLP) integrated with an AI-powered corpus platform to enhance students’ argumentative writing skills. A quasi-experimental design was employed, with 24 undergraduate students from a Chinese university participating in the study. All participants completed the training sessions and writing tasks, and their performance data were analyzed. The results revealed a statistically significant improvement in students’ overall argumentative writing performance over time. Additionally, a qualitative analysis of student interviews indicated positive attitudes toward the AI-powered corpus tool, along with the challenges in its application. The study concludes by discussing the pedagogical implications of AI-powered corpus tools for argumentative writing instruction and by offering suggestions for future research.
Original languageEnglish
Number of pages26
JournalComputer Assisted Language Learning
DOIs
Publication statusE-pub ahead of print - 16 Dec 2025

Bibliographical note

Publisher Copyright:
© 2025 Informa UK Limited, trading as Taylor & Francis Group.

Funding

This research was funded by The Hong Kong Polytechnic University, P0051009, TDG22-25/VTL-6.

Keywords

  • AI-powered corpus
  • argumentative writing
  • corpus-based language pedagogy
  • corpus-based writing instruction

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