Papers by Shahd Abdelmoneim
AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic (2025.findings-acl)
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| Challenge: | Dialectal Arabic (DA) varieties are under-served by language technologies, particularly large language models (LLMs). |
| Approach: | They propose a framework that comprehensively assesses LLMs’ DA modeling capabilities across four dimensions: fidelity, understanding, quality, and diglossia. |
| Outcome: | The proposed framework assesses LLMs’ DA modeling capabilities across four dimensions: fidelity, understanding, quality, and diglossia. |