--- title: "Mardhiyah Sanni — author profile and papers in our library" description: "Mardhiyah Sanni, University of Edinburgh: 3 papers on Elamur Research (2025), h-index 3 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/mardhiyah-sanni/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mardhiyah-sanni/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mardhiyah Sanni # Mardhiyah Sanni Mardhiyah Sanni has 3 papers in our library, in 2025, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [English](https://md.research.elamur.ai/free/en/topics/english/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/); often with [Tobi Olatunji](https://md.research.elamur.ai/free/en/authors/tobi-olatunji/), [Emmanuel Ayodele](https://md.research.elamur.ai/free/en/authors/emmanuel-ayodele/), [Folafunmi Omofoye](https://md.research.elamur.ai/free/en/authors/folafunmi-omofoye/). 3 papers in our library · 2025 [OpenAlex](https://openalex.org/A5107568588) · [**h-index 3**](https://openalex.org/authors/A5107568588) · [17 works](https://openalex.org/works?filter=author.id:A5107568588) · [21 citations](https://openalex.org/works?filter=author.id:A5107568588&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/mardhiyah-sanni/#papers) · [🔗 Cited 17 times in our library](https://md.research.elamur.ai/free/en/authors/mardhiyah-sanni/cited-by/) · [⭐ Paper Stars ranking: #9542](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9542) 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=Mardhiyah+Sanni) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mardhiyah+Sanni) · [dblp](https://dblp.org/search?q=Mardhiyah+Sanni) · [ACL Anthology](https://aclanthology.org/search/?q=Mardhiyah+Sanni) ## Affiliations [🎓**University of Edinburgh** Edinburgh · United Kingdom 2024–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) 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 9 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/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) 🧭 Topics 5 Research subjects and languages the work is about.[Evaluation & benchmarks · 3 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [English · 2 works](https://md.research.elamur.ai/free/en/topics/english/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) ## Works by year ### 2020s [**2025** 3 papers](https://md.research.elamur.ai/free/en/authors/mardhiyah-sanni/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset](https://md.research.elamur.ai/free/en/papers/nimo-2025-afrimed-qa-pan-african-multi/)** *(2025 · 22 citations)* LLMs score well on medical exam benchmarks, but those benchmarks come mostly from Western sources. It is unclear whether the models handle African clinical contexts, regional disease patterns and local varieties of English. To test this, the authors built AfriMed-QA, an English medical QA benchmark covering the whole… 2. **[Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond](https://md.research.elamur.ai/free/en/papers/sanni-2025-afrispeech-dialog-benchmark-dataset-spontaneous/)** *(2025 · 11 citations)* Speech systems are now common in clinics and call centers, but little is known about how they handle African-accented English in long, spontaneous dialogue. 3. **[AfriSpeech-MultiBench: A Verticalized Multidomain Multicountry Benchmark Suite for African Accented English ASR](https://md.research.elamur.ai/free/en/papers/ashungafac-2025-afrispeech-multibench-verticalized-multidomain-multicountry/)** *(2025)* Leaderboards for English speech recognition rely mostly on North-American and British speech, so they say little about how systems handle African-accented English in real applications. ## Co-authors here 10 co-authors with a page, the most papers together first. - [Tobi Olatunji](https://md.research.elamur.ai/free/en/authors/tobi-olatunji/) ×3 - [Emmanuel Ayodele](https://md.research.elamur.ai/free/en/authors/emmanuel-ayodele/) ×2 - [Folafunmi Omofoye](https://md.research.elamur.ai/free/en/authors/folafunmi-omofoye/) ×2 - [Moshood O. Yekini](https://md.research.elamur.ai/free/en/authors/moshood-o-yekini/) ×2 - [Tassallah Abdullahi](https://md.research.elamur.ai/free/en/authors/tassallah-abdullahi/) ×2 - [Abraham Toluwase Owodunni](https://md.research.elamur.ai/free/en/authors/abraham-toluwase-owodunni/) - [Bonaventure F. P. Dossou](https://md.research.elamur.ai/free/en/authors/bonaventure-f-p-dossou/) - [Chibuzor Okocha](https://md.research.elamur.ai/free/en/authors/chibuzor-okocha/) - [Michael Samwel Mollel](https://md.research.elamur.ai/free/en/authors/michael-samwel-mollel/) - [Naome A Etori](https://md.research.elamur.ai/free/en/authors/naome-a-etori/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [International Joint Conference on Natural Language Processing (IJCNLP)](https://md.research.elamur.ai/free/en/venues/ijcnlp/): [IJCNLP 2025](https://md.research.elamur.ai/free/en/venues/ijcnlp/2025/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) ## Cited by Papers of our library cite their works 17 times (of the 149,439 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mardhiyah-sanni/cited-by/). Updated 2 November 2026