Roman Vashurin
Roman Vashurin has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining; often with Akim Tsvigun, Alexander Panchenko, Artem Vazhentsev.
OpenAlex · h-index 3 · 20 works · 49 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 104 times in our library · ⭐ Paper Stars ranking: #7938
Affiliations
🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi ·
United Arab Emirates2025–2026 · 7 papers🔬Technology Innovation InstituteAbu Dhabi ·
United Arab Emirates2022–2023 · 2 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph (2025 · 67 citations)
Uncertainty quantification (UQ) can help flag hallucinated or low-quality outputs of large language models. Earlier work on UQ for LLMs used incompatible methods and evaluation setups, so findings were hard to compare. - LM-Polygraph: Uncertainty Estimation for Language Models (2023 · 55 citations)
Large language models often produce fluent but false statements, and users have no built-in signal for when to doubt an answer.
Co-authors here
- Akim Tsvigun ×2
- Alexander Panchenko ×2
- Artem Vazhentsev ×2
- Daniil Vasilev ×2
- Ekaterina Fadeeva ×2
- Sergey Petrakov ×2
- Timothy Baldwin ×2
- Abdelrahman Sadallah
- Artem Shelmanov
- Lyudmila Rvanova
- Maxim Panov
- Rui Xing
Venues
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2025
Cited by
Updated
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