Sohaila Eltanbouly — accepted AI-conference papers

2025

TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring

Sohaila Eltanbouly, Salam Albatarni, Tamer Elsayed

ACL 2025finding

Research on holistic Automated Essay Scoring (AES) is long-dated; yet, there is a notable lack of attention for assessing essays according to individual traits. In this work, we propose TRATES, a novel trait-specific and rubric-based cross-prompt AES framework that is generic yet specific to the und…

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2024

Can Large Language Models Automatically Score Proficiency of Written Essays?

Watheq Ahmad Mansour, Salam Albatarni, Sohaila Eltanbouly, Tamer Elsayed

COLING 2024main

Although several methods were proposed to address the problem of automated essay scoring (AES) in the last 50 years, there is still much to desire in terms of effectiveness. Large Language Models (LLMs) are transformer-based models that demonstrate extraordinary capabilities on various tasks. In thi…

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