--- title: "Laura Bernardy — author profile and papers — Elamur Research" description: "Laura Bernardy, University of Luxembourg: 5 papers on Elamur Research (2025–2026), h-index 1 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/laura-bernardy/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/laura-bernardy/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Laura Bernardy # Laura Bernardy Laura Bernardy has 5 papers in our library, in 2025–2026, most of them on [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/), [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/); often with [Fred Philippy](https://md.research.elamur.ai/free/en/authors/fred-philippy/), [Alistair Plum](https://md.research.elamur.ai/free/en/authors/alistair-plum/), [Cedric Lothritz](https://md.research.elamur.ai/free/en/authors/cedric-lothritz/). 5 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5119466100) · [**h-index 1**](https://openalex.org/authors/A5119466100) · [12 works](https://openalex.org/works?filter=author.id:A5119466100) · [3 citations](https://openalex.org/works?filter=author.id:A5119466100&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/laura-bernardy/#papers) · [🔗 Cited 7 times in our library](https://md.research.elamur.ai/free/en/authors/laura-bernardy/cited-by/) · [⭐ Paper Stars ranking: #10224](https://md.research.elamur.ai/free/en/paper-stars/page/103/#star-10224) 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=Laura+Bernardy) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Laura+Bernardy) · [dblp](https://dblp.org/search?q=Laura+Bernardy) · [ACL Anthology](https://aclanthology.org/search/?q=Laura+Bernardy) ## Affiliations [🎓**University of Luxembourg** Luxembourg · Luxembourg 2025–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-luxembourg/) · [🎓**Interdisciplinary Centre for Security, Reliability and Trust** Belval · Luxembourg 2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/interdisciplinary-centre-for-security-reliability-and-trust/) 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 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 7 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 2 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/laura-bernardy/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/laura-bernardy/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[LuxInstruct: A Cross-Lingual Instruction Tuning Dataset For Luxembourgish](https://md.research.elamur.ai/free/en/papers/philippy-2025-luxinstruct-cross-lingual-instruction-tuning/)** *(2025 · 3 citations)* Luxembourgish has about 400,000 speakers and very few resources for instruction tuning. Translating English instruction sets into it is a weak option, because machine translation into the language is poor and tends to produce unnatural or culturally off targets. 2. **[Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish](https://md.research.elamur.ai/free/en/papers/lothritz-2025-testing-low-resource-language-support/)** *(2025 · 3 citations)* Evaluation resources for Luxembourgish, a language with about 600,000 speakers, are scarce. Most LLMs are built mainly for English, so it is unclear how well they handle it. The authors ask whether official language proficiency exams can serve as a benchmark. They obtained unpublished exams from the Institut National… 3. **[Do LLMs Judge Distantly Supervised Named Entity Labels Well? Constructing the JudgeWEL Dataset](https://md.research.elamur.ai/free/en/papers/plum-2026-do-llms-judge-distantly-supervised/)** *(2026 · 1 citation)* Luxembourgish, with roughly 400,000 speakers, has very few labelled NLP datasets. Its only prior NER set, RTL-NER (Lothritz et al., 2022), contains about 5,500 manually tagged news sentences. The authors propose a largely automatic method for building a bigger one. Their pipeline treats hyperlinks in Luxembourgish… 4. **[ltzGLUE: Luxembourgish General Language Understanding Evaluation](https://md.research.elamur.ai/free/en/papers/plum-2026-ltzglue-luxembourgish-general-language-understanding/)** *(2026)* Luxembourgish (LTZ) has roughly 400k speakers and few NLU resources. Most existing tasks come from news text and often contain under a thousand instances, so model comparisons for the language are unreliable. The authors address this with ltzGLUE, a GLUE-style benchmark of eight sentence- and token-level… 5. **[LëtzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents](https://md.research.elamur.ai/free/en/papers/bachyr-2026-l-etzcross-cross-lingual-page/)** *(2026)* Page-image retrievers in the ColPali family handle visually rich PDFs well, but it was unclear how they behave when queries and documents are in different languages and one of those languages is low-resource. ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Fred Philippy](https://md.research.elamur.ai/free/en/authors/fred-philippy/) ×3 - [Alistair Plum](https://md.research.elamur.ai/free/en/authors/alistair-plum/) ×2 - [Cedric Lothritz](https://md.research.elamur.ai/free/en/authors/cedric-lothritz/) ×2 - [Jacques Klein](https://md.research.elamur.ai/free/en/authors/jacques-klein/) ×2 - [Tegawende Bissyande](https://md.research.elamur.ai/free/en/authors/tegawende-bissyande/) ×2 - [Tharindu Ranasinghe](https://md.research.elamur.ai/free/en/authors/tharindu-ranasinghe/) ×2 - [Anne-Marie Lutgen](https://md.research.elamur.ai/free/en/authors/anne-marie-lutgen/) - [Barbara Plank](https://md.research.elamur.ai/free/en/authors/barbara-plank/) - [Christoph Purschke](https://md.research.elamur.ai/free/en/authors/christoph-purschke/) - [Felicia Körner](https://md.research.elamur.ai/free/en/authors/felicia-korner/) - [Nils Rehlinger](https://md.research.elamur.ai/free/en/authors/nils-rehlinger/) - [Saad Ezzini](https://md.research.elamur.ai/free/en/authors/saad-ezzini/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/), [Findings of the Association for Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/findings/2025/) - [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 7 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/laura-bernardy/cited-by/). Updated 1 November 2026