--- title: "Mohammed Alyafeai — author profile and papers in our library" description: "Mohammed Alyafeai, Technology Innovation Institute: 4 papers on Elamur Research (2022–2026), h-index 1 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/mohammed-alyafeai/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mohammed-alyafeai/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mohammed Alyafeai # Mohammed Alyafeai Mohammed Alyafeai has 4 papers in our library, in 2022–2026, most of them on [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Ahmed Alzubaidi](https://md.research.elamur.ai/free/en/authors/ahmed-alzubaidi/), [Basma El Amel Boussaha](https://md.research.elamur.ai/free/en/authors/basma-el-amel-boussaha/), [Hakim Hacid](https://md.research.elamur.ai/free/en/authors/hakim-hacid/). 4 papers in our library · 2022–2026 [OpenAlex](https://openalex.org/A5115771796) · [**h-index 1**](https://openalex.org/authors/A5115771796) · [7 works](https://openalex.org/works?filter=author.id:A5115771796) · [4 citations](https://openalex.org/works?filter=author.id:A5115771796&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/#papers) · [🔗 Cited 17 times in our library](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9589](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9589) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Mohammed+Alyafeai) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mohammed+Alyafeai) · [dblp](https://dblp.org/search?q=Mohammed+Alyafeai) · [ACL Anthology](https://aclanthology.org/search/?q=Mohammed+Alyafeai) ## Affiliations [🔬**Technology Innovation Institute** Abu Dhabi · United Arab Emirates 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/labs/technology-innovation-institute/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Semitic languages · 4 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/year/2025/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Evaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and Gaps](https://md.research.elamur.ai/free/en/papers/alzubaidi-2025-evaluating-arabic-large-language-models/)** *(2025 · 8 citations)* Arabic LLM evaluation is spread across dozens of benchmarks that differ in how they were built, how large they are, and whether others can reproduce them. 2. **[Gulf Arabic Diacritization: Guidelines, Initial Dataset, and Results](https://md.research.elamur.ai/free/en/papers/alabbasi-2022-gulf-arabic-diacritization-guidelines-initial/)** *(2022 · 3 citations)* Arabic writing usually leaves out short vowels, so applications such as text-to-speech and language learning need a step that restores these diacritic marks. 3. **[Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes](https://md.research.elamur.ai/free/en/papers/boussaha-2025-adapting-falcon3-7b-language-model/)** *(2025 · 2 citations)* Arabic remains poorly served by large language models. High-quality Arabic text is scarce, and many existing systems lean on machine-translated data, which tends to lose cultural and idiomatic meaning. The authors adapt the existing Falcon3-7B model to Arabic instead of training a new model from scratch. Their… 4. **[Are Arabic Benchmarks Reliable? QIMMA's Quality-First Approach to LLM Evaluation](https://md.research.elamur.ai/free/en/papers/alqadi-2026-arabic-benchmarks-reliable-qimma-s/)** *(2026)* Arabic LLM evaluation draws on many benchmarks, but they are uneven. Several are translated from English, many native sets were never carefully checked, coverage is scattered, and outputs are rarely published. QIMMA is a leaderboard that audits its sources before scoring any model. The authors chose 14 mostly native… ## All works 5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. [**Evaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and Gaps arXiv:2510.13430**Ahmed Alzubaidi, Shaikha Alsuwaidi, Basma El Amel Boussaha, et al.*2025 · 8 citations*](https://md.research.elamur.ai/free/en/papers/alzubaidi-2025-evaluating-arabic-large-language-models/) 2. **[3LM: Bridging Arabic, STEM, and Code through Benchmarking ↗](https://aclanthology.org/2025.arabicnlp-main.4/) Proceedings of The Third Arabic Natural Language Processing Conference · no summary yet**Basma El Amel Boussaha et al.*2025 · 6 citations* 3. **[Gulf Arabic Diacritization: Guidelines, Initial Dataset, and Results](https://md.research.elamur.ai/free/en/papers/alabbasi-2022-gulf-arabic-diacritization-guidelines-initial/) [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/)**Nouf Alabbasi, Mohamed Al-Badrashiny, Maryam Aldahmani, et al.*2022 · 3 citations* 4. **[Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes](https://md.research.elamur.ai/free/en/papers/boussaha-2025-adapting-falcon3-7b-language-model/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Basma El Amel Boussaha, Mohammed Alyafeai, Ahmed Alzubaidi, et al.*2025 · 2 citations* 5. [**Are Arabic Benchmarks Reliable? QIMMA's Quality-First Approach to LLM Evaluation arXiv:2604.03395**Leen AlQadi, Ahmed Alzubaidi, Mohammed Alyafeai, et al.*2026*](https://md.research.elamur.ai/free/en/papers/alqadi-2026-arabic-benchmarks-reliable-qimma-s/) ## Co-authors here 9 co-authors with a page, the most papers together first. - [Ahmed Alzubaidi](https://md.research.elamur.ai/free/en/authors/ahmed-alzubaidi/) ×3 - [Basma El Amel Boussaha](https://md.research.elamur.ai/free/en/authors/basma-el-amel-boussaha/) ×3 - [Hakim Hacid](https://md.research.elamur.ai/free/en/authors/hakim-hacid/) ×3 - [Shaikha Alsuwaidi](https://md.research.elamur.ai/free/en/authors/shaikha-alsuwaidi/) ×3 - [Hamza Alobeidli](https://md.research.elamur.ai/free/en/authors/hamza-alobeidli/) ×2 - [Leen AlQadi](https://md.research.elamur.ai/free/en/authors/leen-alqadi/) ×2 - [Omar Alkaabi](https://md.research.elamur.ai/free/en/authors/omar-alkaabi/) ×2 - [Maitha Alhammadi](https://md.research.elamur.ai/free/en/authors/maitha-alhammadi/) - [Mohamed Al-Badrashiny](https://md.research.elamur.ai/free/en/authors/mohamed-al-badrashiny/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/) ×2: [ArabicNLP 2025](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/) - [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/): [WANLP 2022](https://md.research.elamur.ai/free/en/venues/wanlp/2022/) ## Cited by Papers of our library cite their works 17 times (of the 149,439 papers whose bibliographies we read); [14 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/cited-by/). Updated 31 October 2026