--- title: "Ensaf Hussein — author profile and papers · Question answering" description: "Ensaf Hussein: 2 papers on Elamur Research (2025–2026), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/ensaf-hussein/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ensaf-hussein/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ensaf Hussein # Ensaf Hussein Ensaf Hussein has 2 papers in our library, in 2025–2026, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Yomna Eid](https://md.research.elamur.ai/free/en/authors/yomna-eid/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5050956983) · [**h-index 2**](https://openalex.org/authors/A5050956983) · [3 works](https://openalex.org/works?filter=author.id:A5050956983) · [33 citations](https://openalex.org/works?filter=author.id:A5050956983&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ensaf-hussein/#papers) · [⭐ Paper Stars ranking: #11497](https://md.research.elamur.ai/free/en/paper-stars/page/115/#star-11497) 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=Ensaf+Hussein) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ensaf+Hussein) · [dblp](https://dblp.org/search?q=Ensaf+Hussein) · [ACL Anthology](https://aclanthology.org/search/?q=Ensaf+Hussein) ## 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 6 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Tokenization & segmentation · 1 work](https://md.research.elamur.ai/free/en/topics/tokenization/) · [Semitic languages · 1 work](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/ensaf-hussein/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/ensaf-hussein/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Tokenizers United at QIAS-2025: RAG-Enhanced Question Answering for Islamic Studies by Integrating Semantic Retrieval with Generative Reasoning](https://md.research.elamur.ai/free/en/papers/samy-2025-tokenizers-united-qias-2025-rag/)** *(2025 · 1 citation)* The paper describes a system built for QIAS 2025 Sub Task 2, which tests how well models answer four-option multiple-choice questions about Islamic knowledge such as theology, jurisprudence, biography and ethics. 2. **[A Comparative Study of Arabic Sentiment Swap Models for AraSentEval 2026](https://md.research.elamur.ai/free/en/papers/hamdy-2026-comparative-study-arabic-sentiment-swap/)** *(2026)* The paper describes the winning entry for AraSentEval 2026 Subtask 2, Arabic sentiment swap. In this task a sentence must be rewritten so that its polarity flips while its content and fluency stay intact. The authors compared several model families on the MA’aks parallel corpus, which mixes MSA with Gulf, Levantine… ## Co-authors here 1 co-author with a page, the most papers together first. - [Yomna Eid](https://md.research.elamur.ai/free/en/authors/yomna-eid/) ## 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/): [ArabicNLP 2025](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/) - [Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks](https://md.research.elamur.ai/free/en/venues/osact/): [Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks 2026](https://md.research.elamur.ai/free/en/venues/osact/2026/) Updated 1 November 2026