--- title: "Moncef Garouani — author profile and papers in our library" description: "Moncef Garouani, Centre National de la Recherche Scientifique: 2 papers on Elamur Research (2025–2026), h-index 11 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/moncef-garouani/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/moncef-garouani/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Moncef Garouani # Moncef Garouani Moncef Garouani has 2 papers in our library, in 2025–2026, most of them on [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Josiane Mothe](https://md.research.elamur.ai/free/en/authors/josiane-mothe/), [Tilahun Yeshambel](https://md.research.elamur.ai/free/en/authors/tilahun-yeshambel/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5074290191) · [ORCID](https://orcid.org/0000-0003-2528-441X) · [**h-index 11**](https://openalex.org/authors/A5074290191) · [72 works](https://openalex.org/works?filter=author.id:A5074290191) · [360 citations](https://openalex.org/works?filter=author.id:A5074290191&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/moncef-garouani/#papers) · [🔗 Cited 1 time in our library](https://md.research.elamur.ai/free/en/authors/moncef-garouani/cited-by/) · [⭐ Paper Stars ranking: #6289](https://md.research.elamur.ai/free/en/paper-stars/page/63/#star-6289) 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=Moncef+Garouani) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Moncef+Garouani) · [dblp](https://dblp.org/search?q=Moncef+Garouani) · [ACL Anthology](https://aclanthology.org/search/?q=Moncef+Garouani) ## Affiliations [🔬**Institut de Recherche en Informatique de Toulouse** Toulouse · France 2021–2026 · 44 papers*current*](https://md.research.elamur.ai/free/en/labs/institut-de-recherche-en-informatique-de-toulouse/) · [🎓**Université Toulouse Capitole** Toulouse · France 2021–2026 · 30 papers*current*](https://ror.org/027ankh97) · [🎓**Université Toulouse-I-Capitole** Toulouse · France 2021–2026 · 24 papers*current*](https://ror.org/0443n9e75) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2024–2026 · 22 papers*current*](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🔬**Laboratoire d’Informatique Signal et Image de la Côte d’Opale** Calais 2021–2024 · 22 papers](https://ror.org/00tm1qp20) · [🎓**University of Hassan II Casablanca** Casablanca · Morocco 2021–2023 · 11 papers](https://ror.org/001q4kn48) · [🎓**Université du littoral côte d'opale** Dunkirk · France 2021–2023 · 7 papers](https://ror.org/02gdcg342) · [🎓**Université de Toulouse** Toulouse · France 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/universite-de-toulouse/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Information retrieval & search · 2 works](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Semitic languages · 2 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper Moncef Garouani's papers of 2026](https://md.research.elamur.ai/free/en/papers/yeshambel-2026-amharicir-instr-two-dataset-resource/) · [**2025** 1 paper Moncef Garouani's papers of 2025](https://md.research.elamur.ai/free/en/papers/yeshambel-2025-dense-retrieval-low-resource-languages/) ## Papers The most cited first (OpenAlex and our library). 1. **[Dense Retrieval for Low Resource Languages — the Case of Amharic Language](https://md.research.elamur.ai/free/en/papers/yeshambel-2025-dense-retrieval-low-resource-languages/)** *(2025 · 1 citation)* The paper asks whether modern neural retrievers can work for Amharic, a Semitic language with about 120 million speakers. 2. **[AmharicIR+Instr: A Two-Dataset Resource for Neural Retrieval and Instruction Tuning](https://md.research.elamur.ai/free/en/papers/yeshambel-2026-amharicir-instr-two-dataset-resource/)** *(2026)* Amharic is a morphologically rich Semitic language with more than 80 million speakers. It has few curated benchmarks for neural retrieval and almost no quality-checked instruction data. Existing Amharic retrieval resources are small or weakly supervised. For example, one earlier benchmark pairs news headlines with… ## Co-authors here 2 co-authors with a page, the most papers together first. - [Josiane Mothe](https://md.research.elamur.ai/free/en/authors/josiane-mothe/) ×2 - [Tilahun Yeshambel](https://md.research.elamur.ai/free/en/authors/tilahun-yeshambel/) ×2 ## Cited by Papers of our library cite their works 1 time (of the 141,840 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/moncef-garouani/cited-by/). Updated 24 October 2026