---
title: "Farah E. Shamout — papers of 2026 — Elamur Research"
description: "Farah E. Shamout — papers of 2026: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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---
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# Farah E. Shamout — papers of 2026 — Elamur Research

3 papers · [all years of Farah E. Shamout](https://md.research.elamur.ai/free/en/authors/farah-e-shamout/#years)

- [MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and Benchmark arXiv:2602.01714](https://md.research.elamur.ai/free/en/papers/abu-daoud-2026-medarabench-large-scale-arabic-medical/) — Mouath Abu-Daoud, Leen Kharouf, Omar El Hajj, et al. · 2026 · 5 citations

**[Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks](https://md.research.elamur.ai/free/en/papers/abouzahir-2026-cross-lingual-empirical-evaluation-large/) [Workshop on Linguistic Analysis for Health](https://md.research.elamur.ai/free/en/venues/healing/)**Chaimae Abouzahir, Congbo Ma, Nizar Habash, et al.*2026 · 1 citation*

- [Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection arXiv:2608.00207 · Findings of the Association for Computational Linguistics: EMNLP 2026](https://md.research.elamur.ai/free/en/papers/abouzahir-2026-bridging-english-arabic-medical-knowledge/) — Chaimae Abouzahir, Musa Khan, Hala Ali-Hassan, et al. · 2026