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Muhammad Murad Khan

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Open access Jul 2026

BEYOND SURFACE ERRORS: AN ARTIFICIAL INTELLIGENCE-ASSISTED SYSTEMIC FUNCTIONAL LINGUISTICS APPROACH TO ESL WRITING ASSESSMENT

The findings indicate that SFL facilitates a profound comprehension of writing challenges, transcending superficial faults to uncover students' conceptualization and organization of their ideas and reveals more profound insights into student cognition and expression than traditional methodologies.

Pari Abdul Aziz, Noshaba Bano, M. Mehmood et al. · 0 citations

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