--- title: "Basma El Amel Boussaha — author profile and papers" description: "Basma El Amel Boussaha: 3 papers on Elamur Research (2025–2026), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/basma-el-amel-boussaha/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/basma-el-amel-boussaha/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Basma El Amel Boussaha # Basma El Amel Boussaha Basma El Amel Boussaha has 3 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [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/), [Hakim Hacid](https://md.research.elamur.ai/free/en/authors/hakim-hacid/), [Mohammed Alyafeai](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5063905095) · [ORCID](https://orcid.org/0000-0001-8461-2992) · [**h-index 3**](https://openalex.org/authors/A5063905095) · [21 works](https://openalex.org/works?filter=author.id:A5063905095) · [34 citations](https://openalex.org/works?filter=author.id:A5063905095&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/basma-el-amel-boussaha/#papers) · [🔗 Cited 15 times in our library](https://md.research.elamur.ai/free/en/authors/basma-el-amel-boussaha/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11116](https://md.research.elamur.ai/free/en/paper-stars/page/112/#star-11116) 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=Basma+El+Amel+Boussaha) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Basma+El+Amel+Boussaha) · [dblp](https://dblp.org/search?q=Basma+El+Amel+Boussaha) · [ACL Anthology](https://aclanthology.org/search/?q=Basma+El+Amel+Boussaha) ## Affiliations [🔬**Laboratoire des Sciences du Numérique de Nantes** Nantes · France 2017–2020 · 5 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-des-sciences-du-numerique-de-nantes/) · [🎓**Nantes Université** Nantes · France 2017–2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/nantes-universite/) · [🎓**Université de Nantes** Nantes · France 2017–2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/universite-de-nantes/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 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.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Semitic languages · 3 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [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/basma-el-amel-boussaha/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/basma-el-amel-boussaha/year/2025/) ## 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. **[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… 3. **[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; 3 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. **[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* 4. [**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/) 5. **[Ordonnancement de réponses dans les systèmes de dialogue basé sur une similarité contexte/réponse (Response ranking in dialogue systems based on context-response similarity) ↗](https://aclanthology.org/2018.jeptalnrecital-long.9/) Actes de la Conférence TALN. Volume 1 - Articles longs, articles courts de TALN · no summary yet**Basma El Amel Boussaha et al.*2018* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Ahmed Alzubaidi](https://md.research.elamur.ai/free/en/authors/ahmed-alzubaidi/) ×3 - [Hakim Hacid](https://md.research.elamur.ai/free/en/authors/hakim-hacid/) ×3 - [Mohammed Alyafeai](https://md.research.elamur.ai/free/en/authors/mohammed-alyafeai/) ×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/) ## 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/) - Actes de la Conférence TALN. Volume 1 - Articles longs, articles courts de TALN ## Cited by Papers of our library cite their works 15 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/basma-el-amel-boussaha/cited-by/). Updated 31 October 2026