Author

John Maurice Gayed

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Jul 2026

WrAFT: a Modularized Automated Writing Evaluation System for Argumentative Essays

WrAFT achieves state-of-the-art performance in scoring, with a quadratic weighted kappa (QWK) of 0.84 and a root mean square error (RMSE) of 0.44 against official scores on a scale of 0-5.

Adnan Labib, Yixuan Huang, Jia-Hui Wu et al. · arXiv.org · 0 citations

Jul 2026

Investigating first-language bias in LLM-based automated essay scoring: A cross-prompt evaluation of an open-weight AI-model on TOEFL essays

This study examines the cross-prompt generalization and first-language (L1) scoring effects of a LoRA-adapted open-weight large language model (Gemma-3-27B-it) applied to automated essay scoring and presents the first large-scale L1 fairness analysis of a fine-tuned open-weight LLM for automated essay scoring.

John Maurice Gayed · arXiv.org · 0 citations