Generative LLMs, including Arabic-specific ones, underperform a fine-tuned BERT model on Arabic essay scoring, with bilingual prompting giving the best LLM results.
(eds.) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp
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How well can LLMs Grade Essays in Arabic?
Generative LLMs, including Arabic-specific ones, underperform a fine-tuned BERT model on Arabic essay scoring, with bilingual prompting giving the best LLM results.