Papers by Marouene Addhoum
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic (2025.emnlp-main)
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| Challenge: | a dataset of Tunisian Arabic instructions and prompts is used to evaluate LLMs' ability to understand and generate responses in Tunisia . we assess the quality, correctness, relevance, and dialectal adherence of LLM responses . |
| Approach: | They propose a benchmark for evaluating the capabilities of large language models in Tunisian Arabic . they use a dataset of Tunisia Arabic instructions and prompts to evaluate their models . |
| Outcome: | The proposed model can judge quality, correctness, relevance, and dialectal adherence . the model can also generate a leaderboard for the Tunisian Arabic language . |