--- title: "Cagri Toraman — author profile and papers — Elamur Research" description: "Cagri Toraman, Middle East Technical University: 3 papers on Elamur Research (2026), h-index 9 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/cagri-toraman/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/cagri-toraman/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Cagri Toraman # Cagri Toraman Cagri Toraman has 3 papers in our library, in 2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Deniz Yılmaz](https://md.research.elamur.ai/free/en/authors/deniz-yilmaz/), [Evren Ayberk Munis](https://md.research.elamur.ai/free/en/authors/evren-ayberk-munis/), [Arianna Muti](https://md.research.elamur.ai/free/en/authors/arianna-muti/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5040060728) · [ORCID](https://orcid.org/0000-0001-6976-3258) · [**h-index 9**](https://openalex.org/authors/A5040060728) · [62 works](https://openalex.org/works?filter=author.id:A5040060728) · [308 citations](https://openalex.org/works?filter=author.id:A5040060728&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/cagri-toraman/#papers) · [🔗 Cited 6 times in our library](https://md.research.elamur.ai/free/en/authors/cagri-toraman/cited-by/) · [⭐ Paper Stars ranking: #11244](https://md.research.elamur.ai/free/en/paper-stars/page/113/#star-11244) 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=Cagri+Toraman) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Cagri+Toraman) · [dblp](https://dblp.org/search?q=Cagri+Toraman) · [ACL Anthology](https://aclanthology.org/search/?q=Cagri+Toraman) ## Affiliations [🎓**Middle East Technical University** Ankara · Türkiye 2022–2026 · 22 papersEmployment since 2024 · Asst. Prof., Computer Engineering*current*](https://md.research.elamur.ai/free/en/universities/middle-east-technical-university/) · [🏢**Aselsan (Turkey)** Ankara · Türkiye 2020–2024 · 21 papers](https://ror.org/04knh8e66) · [🎓**Bilkent University** Ankara · Türkiye 2011–2017 · 7 papers](https://md.research.elamur.ai/free/en/universities/bilkent-university/) · [🎓**University of Central Florida** Orlando · United States 2019 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-central-florida/) 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 7 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/cagri-toraman/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[TurkBench: A Benchmark for Evaluating Turkish Large Language Models](https://md.research.elamur.ai/free/en/papers/toraman-2026-turkbench-benchmark-evaluating-turkish-large/)** *(2026 · 8 citations)* Most LLM benchmarks are built around English. Translating them into Turkish misses the language's agglutinative morphology, its syntax, and its cultural knowledge. Earlier Turkish benchmarks mostly repackage public datasets, cover few skill types, and have no leaderboard that accepts online submissions. TurkBench… 2. **[OCRTurk: A Comprehensive OCR Benchmark for Turkish](https://md.research.elamur.ai/free/en/papers/yilmaz-2026-ocrturk-comprehensive-ocr-benchmark-turkish/)** *(2026 · 1 citation)* Most document-parsing benchmarks focus on English and other high-resource languages. For Turkish, the only earlier OCR benchmark used synthetic text drawn from a single book and scored raw text alone. OCRTurk fills this gap with a real-world evaluation set of 180 Turkish PDF pages. The pages are balanced across four… 3. **[FIBER: A Multilingual Evaluation Resource for Factual Inference Bias](https://md.research.elamur.ai/free/en/papers/munis-2026-fiber-multilingual-evaluation-resource-factual/)** *(2026)* Most factual-knowledge probing benchmarks cover only English and only questions with a single correct answer. ## Co-authors here 3 co-authors with a page, the most papers together first. - [Deniz Yılmaz](https://md.research.elamur.ai/free/en/authors/deniz-yilmaz/) ×2 - [Evren Ayberk Munis](https://md.research.elamur.ai/free/en/authors/evren-ayberk-munis/) ×2 - [Arianna Muti](https://md.research.elamur.ai/free/en/authors/arianna-muti/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop Natural Language Processing for Turkic Languages](https://md.research.elamur.ai/free/en/venues/sigturk/) ×2: [Workshop Natural Language Processing for Turkic Languages 2026](https://md.research.elamur.ai/free/en/venues/sigturk/2026/) ×2 - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) ## Cited by Papers of our library cite their works 6 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/cagri-toraman/cited-by/). Updated 1 November 2026