--- title: "Roos M. Bakker · Leiden University — author profile and papers" description: "Roos M. Bakker, Leiden University: 2 papers on Elamur Research (2026), h-index 4 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/roos-m-bakker/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/roos-m-bakker/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Roos M. Bakker # Roos M. Bakker Roos M. Bakker has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/); often with [Dong Nguyen](https://md.research.elamur.ai/free/en/authors/dong-nguyen/), [Maaike de Boer](https://md.research.elamur.ai/free/en/authors/maaike-de-boer/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5062356039) · [ORCID](https://orcid.org/0000-0002-1760-2740) · [Wikidata](https://www.wikidata.org/wiki/Q131116296) · [**h-index 4**](https://openalex.org/authors/A5062356039) · [17 works](https://openalex.org/works?filter=author.id:A5062356039) · [39 citations](https://openalex.org/works?filter=author.id:A5062356039&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/roos-m-bakker/#papers) · [🔗 Cited 10 times in our library](https://md.research.elamur.ai/free/en/authors/roos-m-bakker/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12592](https://md.research.elamur.ai/free/en/paper-stars/page/126/#star-12592) 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=Roos+M.+Bakker) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Roos+M.+Bakker) · [dblp](https://dblp.org/search?q=Roos+M.+Bakker) · [ACL Anthology](https://aclanthology.org/search/?q=Roos+M.+Bakker) ## Affiliations [🔬**Netherlands Organisation for Applied Scientific Research** Delft · Netherlands 2021–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/labs/netherlands-organisation-for-applied-scientific-research/) · [🎓**Leiden University** Leiden · Netherlands 2023–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/leiden-university/) · [🎓**Utrecht University** Utrecht · Netherlands 2010–2024 · 1 paperEducation 2010–2015 · Bachelor of Arts, GeesteswetenschappenEducation 2015–2018 · Master of Science, Science](https://md.research.elamur.ai/free/en/universities/utrecht-university/) 🏛️**TNO Locatie Den Haag** Den Haag · [Netherlands](https://md.research.elamur.ai/free/en/countries/netherlands/) 2019Employment since 2019 · data scientist, Data Science 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 7 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Political Science and International Relations · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/political-science-and-international-relations/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) 🧭 Topics 4 Research subjects and languages the work is about.[Legal AI · 1 work](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Evaluation & benchmarks · 1 work](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/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/roos-m-bakker/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[CrowS-Pairs-NL: A Benchmark to Evaluate Dutch Stereotype Bias in LLMs](https://md.research.elamur.ai/free/en/papers/weide-2026-crows-pairs-nl-benchmark-evaluate/)** *(2026 · 1 citation)* Most stereotype-bias benchmarks for LLMs are English-centric and often reflect American culture, so biases tied to other languages and societies go unmeasured. 2. **[QuALA-NL: Question & Answer with Legal Attribution in Dutch](https://md.research.elamur.ai/free/en/papers/drie-2026-quala-nl-question-answer-legal/)** *(2026 · 1 citation)* Legal applications of LLMs need answers that can be traced to their sources, and testing such systems requires datasets tied to a specific jurisdiction and language. ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Semantic role extraction in law texts: a comparative analysis of language models for legal information extraction ↗](https://doi.org/10.1007/s10506-025-09437-x) Artificial Intelligence and Law (Springer) · no summary yet**Roos M. Bakker et al.*2025 · 9 citations* 2. **[Semantic Role Labelling for Dutch Law Texts ↗](https://aclanthology.org/2022.lrec-1.47/) Proceedings of the Thirteenth Language Resources and Evaluation Conference · no summary yet**Roos Bakker et al.*2022 · 6 citations* 3. **[CrowS-Pairs-NL: A Benchmark to Evaluate Dutch Stereotype Bias in LLMs](https://md.research.elamur.ai/free/en/papers/weide-2026-crows-pairs-nl-benchmark-evaluate/) [Workshop on Stereotypes Across Cultures in Language Technologies](https://md.research.elamur.ai/free/en/venues/stereacult/)**Jens van der Weide, Dong Nguyen, Marianne Schaaphok, et al.*2026 · 1 citation* 4. **[QuALA-NL: Question & Answer with Legal Attribution in Dutch](https://md.research.elamur.ai/free/en/papers/drie-2026-quala-nl-question-answer-legal/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Romy A.N. van Drie, Roos M. Bakker, Daan L. Di Scala, et al.*2026 · 1 citation* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Dong Nguyen](https://md.research.elamur.ai/free/en/authors/dong-nguyen/) - [Maaike de Boer](https://md.research.elamur.ai/free/en/authors/maaike-de-boer/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/) ×2: [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) - [Workshop on Stereotypes Across Cultures in Language Technologies](https://md.research.elamur.ai/free/en/venues/stereacult/): [Workshop on Stereotypes Across Cultures in Language Technologies 2026](https://md.research.elamur.ai/free/en/venues/stereacult/2026/) - Artificial Intelligence and Law (Springer) ## Cited by Papers of our library cite their works 10 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/roos-m-bakker/cited-by/). Updated 1 November 2026