--- title: "Beyza Ermis — author profile and papers — Elamur Research" description: "Beyza Ermis, Cohere: 4 papers on Elamur Research (2024–2026), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/beyza-ermis/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/beyza-ermis/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Beyza Ermis # Beyza Ermis Beyza Ermis has 4 papers in our library, in 2024–2026, most of them on [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Julia Kreutzer](https://md.research.elamur.ai/free/en/authors/julia-kreutzer/), [Marzieh Fadaee](https://md.research.elamur.ai/free/en/authors/marzieh-fadaee/), [Sara Hooker](https://md.research.elamur.ai/free/en/authors/sara-hooker/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5057377890) · [**h-index 11**](https://openalex.org/authors/A5057377890) · [51 works](https://openalex.org/works?filter=author.id:A5057377890) · [435 citations](https://openalex.org/works?filter=author.id:A5057377890&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/beyza-ermis/#papers) · [🔗 Cited 445 times in our library](https://md.research.elamur.ai/free/en/authors/beyza-ermis/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7017](https://md.research.elamur.ai/free/en/paper-stars/page/71/#star-7017) 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=Beyza+Ermis) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Beyza+Ermis) · [dblp](https://dblp.org/search?q=Beyza+Ermis) · [ACL Anthology](https://aclanthology.org/search/?q=Beyza+Ermis) ## Affiliations [🏢**Cohere** San Francisco · United States 2024–2026 · 15 papers*current*](https://md.research.elamur.ai/free/en/companies/cohere/) · [🎓**Boğaziçi University** Istanbul · Türkiye 2012–2019 · 10 papers](https://md.research.elamur.ai/free/en/universities/bogazici-university/) · [🏢**Amazon** Seattle · United States 2018–2021 · 2 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🏢**Amazon** Berlin · Germany 2020 · 2 papers](https://md.research.elamur.ai/free/en/companies/amazon-germany/) 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 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 4 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 3 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/beyza-ermis/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/beyza-ermis/year/2025/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/beyza-ermis/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm](https://md.research.elamur.ai/free/en/papers/aakanksha-2024-multilingual-alignment-prism-aligning-global/)** *(2024 · 49 citations)* Most LLM safety alignment targets English and relies on Western-centric data. This leaves non-English users more exposed and lets other languages serve as a route around guardrails. The paper asks three things: whether harm mitigation can work across many languages at once, whether it transfers across languages, and… 2. **[The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It](https://md.research.elamur.ai/free/en/papers/yong-2025-state-multilingual-llm-safety-research/)** *(2025 · 25 citations)* This survey examines how much LLM safety research covers languages other than English. The authors reviewed nearly 300 papers from 2020–2024 published at ∗ACL conferences and workshops. They found candidate papers by searching abstracts for "safe" and "safety". They then labeled each paper by hand with a safety… 3. **[Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual Progress](https://md.research.elamur.ai/free/en/papers/odumakinde-2024-multilingual-arbitrage-optimizing-data-pools/)** *(2024 · 12 citations)* Synthetic training data for LLMs usually comes from one "teacher" model. That approach can pass on the teacher's biases, contribute to model collapse, and fail in multilingual work, where no single model is strongest in every language. The authors propose multilingual arbitrage : each prompt is sent to whichever… 4. **[Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection](https://md.research.elamur.ai/free/en/papers/stacey-2026-improving-ood-performance-closed-source/)** *(2026 · 1 citation)* Fine-tuning LLMs for Natural Language Inference (NLI) raises in-distribution accuracy but often lowers out-of-distribution (OOD) accuracy. ## All works 5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm](https://md.research.elamur.ai/free/en/papers/aakanksha-2024-multilingual-alignment-prism-aligning-global/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Aakanksha, Arash Ahmadian, Beyza Ermis, et al.*2024 · 49 citations* 2. **[The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It](https://md.research.elamur.ai/free/en/papers/yong-2025-state-multilingual-llm-safety-research/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zheng Xin Yong, Beyza Ermis, Marzieh Fadaee, et al.*2025 · 25 citations* 3. **[The Leaderboard Illusion ↗](https://arxiv.org/abs/2504.20879) arXiv:2504.20879 · no summary yet**Shivalika Singh et al.*2025 · 22 citations* 4. [**Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual Progress arXiv:2408.14960**Ayomide Odumakinde, Daniel D'souza, Pat Verga, et al.*2024 · 12 citations*](https://md.research.elamur.ai/free/en/papers/odumakinde-2024-multilingual-arbitrage-optimizing-data-pools/) 5. **[Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection](https://md.research.elamur.ai/free/en/papers/stacey-2026-improving-ood-performance-closed-source/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Joe Stacey, Lisa Alazraki, Aran Ubhi, et al.*2026 · 1 citation* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Julia Kreutzer](https://md.research.elamur.ai/free/en/authors/julia-kreutzer/) ×2 - [Marzieh Fadaee](https://md.research.elamur.ai/free/en/authors/marzieh-fadaee/) ×2 - [Sara Hooker](https://md.research.elamur.ai/free/en/authors/sara-hooker/) ×2 - [Aaron Mueller](https://md.research.elamur.ai/free/en/authors/aaron-mueller/) - [Arash Ahmadian](https://md.research.elamur.ai/free/en/authors/arash-ahmadian/) - [Ayomide Odumakinde](https://md.research.elamur.ai/free/en/authors/ayomide-odumakinde/) - [Daniel D'souza](https://md.research.elamur.ai/free/en/authors/daniel-d-souza/) - [Joe Stacey](https://md.research.elamur.ai/free/en/authors/joe-stacey/) - [Marek Rei](https://md.research.elamur.ai/free/en/authors/marek-rei/) - [Pat Verga](https://md.research.elamur.ai/free/en/authors/pat-verga/) - [Seraphina Goldfarb-Tarrant](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/) - [Stephen H. Bach](https://md.research.elamur.ai/free/en/authors/stephen-h-bach/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/), [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/) - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 445 times (of the 149,439 papers whose bibliographies we read); [110 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/beyza-ermis/cited-by/). Updated 31 October 2026