Elamur Research⌕
☰
home / authors / Katerina Margatina

Katerina Margatina

Katerina Margatina has 2 papers in our library, in 2022–2024, most of them on Language models & pretraining; often with Adina Williams, Bertie Vidgen, Daniel Hershcovich.

2 papers in our library · 2022–2024

OpenAlex · h-index 9 · 37 works · 398 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 394 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4676

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of SheffieldSheffield · United Kingdom2020–2026 · 23 paperscurrent🏢AmazonSeattle · United States2025–2026 · 4 paperscurrent

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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSafety Research · 1 workSocial Sciences · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20241 paper20221 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Challenges and Strategies in 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 (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 NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 292 citations
  2. Active Learning by Acquiring Contrastive Examples ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetKaterina 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 ModelsConference on Neural Information Processing Systems (NeurIPS)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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/katerina-margatina/