--- title: "Kaouthar Elyoussoufi — author profile and papers in our library" description: "Kaouthar Elyoussoufi, Sidi Mohamed Ben Abdellah University: 3 papers on Elamur Research (2026), h-index 0 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/kaouthar-elyoussoufi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/kaouthar-elyoussoufi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Kaouthar Elyoussoufi # Kaouthar Elyoussoufi Kaouthar Elyoussoufi has 3 papers in our library, in 2026, most of them on [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/); often with [Abdessamad Benlahbib](https://md.research.elamur.ai/free/en/authors/abdessamad-benlahbib/), [Hamza Alami](https://md.research.elamur.ai/free/en/authors/hamza-alami/), [Mohamed M'haouach](https://md.research.elamur.ai/free/en/authors/mohamed-m-haouach/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139578278) · [**h-index 0**](https://openalex.org/authors/A5139578278) · [3 works](https://openalex.org/works?filter=author.id:A5139578278) · [0 citations](https://openalex.org/works?filter=author.id:A5139578278&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/kaouthar-elyoussoufi/#papers) · [⭐ Paper Stars ranking: #13331](https://md.research.elamur.ai/free/en/paper-stars/page/134/#star-13331) 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=Kaouthar+Elyoussoufi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Kaouthar+Elyoussoufi) · [dblp](https://dblp.org/search?q=Kaouthar+Elyoussoufi) · [ACL Anthology](https://aclanthology.org/search/?q=Kaouthar+Elyoussoufi) ## Affiliations [🎓**Sidi Mohamed Ben Abdellah University** Fes · Morocco 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/sidi-mohamed-ben-abdellah-university/) 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Semitic languages · 3 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Sentiment & emotion · 3 works](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/kaouthar-elyoussoufi/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[BDSI at AraSentEval Shared Task : A Multi-Transformer Contrastive Learning for Arabic Dialect Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/haouach-2026-bdsi-arasenteval-shared-task-multi/)** *(2026)* The paper describes a system for Subtask 1 of the AraSentEval 2026 shared task: three-way sentiment classification (positive, negative, neutral) of hotel reviews written in several Arabic dialects. 2. **[L3IA at AraSentEval 2026 Subtask 2: LLM-Based Multi-Step Pipeline for Arabic Sentiment Swap](https://md.research.elamur.ai/free/en/papers/benlahbib-2026-l3ia-arasenteval-2026-subtask-2/)** *(2026)* This system paper targets Subtask 2 of AraSentEval 2026: given an Arabic sentence in MSA or a dialect, rewrite it so its polarity flips (positive ↔ negative) while the rest of the content stays intact. The authors did no fine-tuning. Instead, they chain three prompted calls to an OpenAI model: 3. **[L3IA-Subtask 1 at AraSentEval Shared Task: Multi-Dialect Arabic Sentiment Classification via a Transformer-Based Approach](https://md.research.elamur.ai/free/en/papers/haouach-2026-l3ia-subtask-1-arasenteval-shared/)** *(2026)* The authors take on three-way sentiment classification (positive, negative, neutral) of Arabic dialect text for AraSentEval 2026 Subtask 1. ## Co-authors here 3 co-authors with a page, the most papers together first. - [Abdessamad Benlahbib](https://md.research.elamur.ai/free/en/authors/abdessamad-benlahbib/) ×3 - [Hamza Alami](https://md.research.elamur.ai/free/en/authors/hamza-alami/) ×3 - [Mohamed M'haouach](https://md.research.elamur.ai/free/en/authors/mohamed-m-haouach/) ×3 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks](https://md.research.elamur.ai/free/en/venues/osact/) ×3: [Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks 2026](https://md.research.elamur.ai/free/en/venues/osact/2026/) ×3 Updated 1 November 2026