Anna Sotnikova
Anna Sotnikova has 2 papers in our library, in 2022–2024, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Bias, fairness & safety; often with Alfonso Amayuelas, Angelika Romanou, Hal Daumé III.
OpenAlex · ORCID · h-index 7 · 17 works · 126 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 148 times in our library · ⭐ Paper Stars ranking: #6506
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workSocial Sciences · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workSafety Research · 1 workSociology and Political Science · 1 work
🧭 Topics 4Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workBias, fairness & safety · 1 workEnglish · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge (2024 · 74 citations)
Multilingual LLMs are hard to assess outside English because few evaluation sets exist. Many that do are translated from English, so they carry translation artifacts and ignore local context such as national laws, history or culture. INCLUDE addresses this with a benchmark built from exams written by native speakers… - Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models (2022 · 50 citations)
Language models absorb stereotypes from their training text, and these associations can harm marginalized groups once systems are deployed widely.
Co-authors here
- Alfonso Amayuelas
- Angelika Romanou
- Hal Daumé III
- Negar Foroutan
- Rachel Rudinger
- Rishabh Maheshwary
- Shivalika Singh
- Yang Trista Cao
- Zeming Chen
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL)
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2022
Cited by
Updated
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