--- title: "Katerina Margatina · Amazon — author profile and papers" description: "Katerina Margatina, Amazon: 2 papers on Elamur Research (2022–2024), h-index 9 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/katerina-margatina/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/katerina-margatina/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Katerina Margatina # Katerina Margatina Katerina Margatina has 2 papers in our library, in 2022–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Adina Williams](https://md.research.elamur.ai/free/en/authors/adina-williams/), [Bertie Vidgen](https://md.research.elamur.ai/free/en/authors/bertie-vidgen/), [Daniel Hershcovich](https://md.research.elamur.ai/free/en/authors/daniel-hershcovich/). 2 papers in our library · 2022–2024 [OpenAlex](https://openalex.org/A5054791689) · [**h-index 9**](https://openalex.org/authors/A5054791689) · [37 works](https://openalex.org/works?filter=author.id:A5054791689) · [398 citations](https://openalex.org/works?filter=author.id:A5054791689&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/katerina-margatina/#papers) · [🔗 Cited 394 times in our library](https://md.research.elamur.ai/free/en/authors/katerina-margatina/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4676](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4676) 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=Katerina+Margatina) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Katerina+Margatina) · [dblp](https://dblp.org/search?q=Katerina+Margatina) · [ACL Anthology](https://aclanthology.org/search/?q=Katerina+Margatina) ## Affiliations [🎓**University of Sheffield** Sheffield · United Kingdom 2020–2026 · 23 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-sheffield/) · [🏢**Amazon** Seattle · United States 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) 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).[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/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/katerina-margatina/year/2024/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/katerina-margatina/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Challenges and Strategies in Cross-Cultural NLP](https://md.research.elamur.ai/free/en/papers/hershcovich-2022-challenges-strategies-cross-cultural-nlp/)** *(2022 · 292 citations)* This position and survey paper argues that NLP systems that serve speakers worldwide must adapt to culture as well as to language. 2. **[The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models](https://md.research.elamur.ai/free/en/papers/kirk-2024-prism-alignment-dataset-participatory-representative/)** *(2024 · 133 citations)* LLM alignment depends on human feedback, yet most existing preference datasets offer only binary comparisons, draw on narrow crowdworker pools and record little about who the raters are. ## All works 3 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. **[Challenges and Strategies in Cross-Cultural NLP](https://md.research.elamur.ai/free/en/papers/hershcovich-2022-challenges-strategies-cross-cultural-nlp/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Daniel Hershcovich, Stella Frank, Heather Lent, et al.*2022 · 292 citations* 2. **[Active Learning by Acquiring Contrastive Examples ↗](https://aclanthology.org/2021.emnlp-main.51/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Katerina Margatina et al.*2021 · 218 citations* 3. **[The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models](https://md.research.elamur.ai/free/en/papers/kirk-2024-prism-alignment-dataset-participatory-representative/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Hannah Rose Kirk, Alexander Whitefield, Paul Rottger, et al.*2024 · 133 citations* ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Adina Williams](https://md.research.elamur.ai/free/en/authors/adina-williams/) - [Bertie Vidgen](https://md.research.elamur.ai/free/en/authors/bertie-vidgen/) - [Daniel Hershcovich](https://md.research.elamur.ai/free/en/authors/daniel-hershcovich/) - [Emanuele Bugliarello](https://md.research.elamur.ai/free/en/authors/emanuele-bugliarello/) - [Hannah Rose Kirk](https://md.research.elamur.ai/free/en/authors/hannah-rose-kirk/) - [He He](https://md.research.elamur.ai/free/en/authors/he-he/) - [Heather Lent](https://md.research.elamur.ai/free/en/authors/heather-lent/) - [Ilias Chalkidis](https://md.research.elamur.ai/free/en/authors/ilias-chalkidis/) - [Max Bartolo](https://md.research.elamur.ai/free/en/authors/max-bartolo/) - [Miryam de Lhoneux](https://md.research.elamur.ai/free/en/authors/miryam-de-lhoneux/) - [Mostafa Abdou](https://md.research.elamur.ai/free/en/authors/mostafa-abdou/) - [Paul Rottger](https://md.research.elamur.ai/free/en/authors/paul-rottger/) ## 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 2022](https://md.research.elamur.ai/free/en/venues/acl/2022/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 394 times (of the 149,439 papers whose bibliographies we read); [100 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/katerina-margatina/cited-by/). Updated 2 November 2026