Evgenii Tsymbalov
Evgenii Tsymbalov has 2 papers in our library, in 2024–2026; often with Alexander Panchenko, Artem Shelmanov, Ekaterina Fadeeva.
OpenAlex · ORCID · h-index 12 · 32 works · 462 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 93 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6887
Affiliations
🎓Skolkovo Institute of Science and TechnologySkolkovo ·
Russia2017–2022 · 13 papers🎓National Research University Higher School of EconomicsMoscow ·
Russia2018 · 2 papers
Fields, topics and concepts
📚 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 worksSocial Sciences · 1 workSociology and Political Science · 1 work
Works by year
2020s
Papers
- Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification (2024 · 96 citations)
LLMs often slip false statements into otherwise accurate text, and readers rarely notice them. The authors propose a fact-checking pipeline that needs no external knowledge base. The output is split into atomic claims (as in FactScore, via the OpenAI Chat API), and each claim is aligned with its tokens. Token-level… - Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps (2026)
SpeechLLMs sometimes produce fluent output that is not supported by the audio. Most existing ways to catch these hallucinations need reference transcripts, which are not available during deployment. The authors propose a reference-free detector that runs at inference time and reads the model's own attention maps.…
All works
- Fact-Checking the Output of Large Language Models via Token-Level Uncertainty QuantificationFindings of the Association for Computational LinguisticsEkaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, et al.2024 · 96 citations
- ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change ↗arXiv:2401.09646 · no summary yetDavid Thulke et al.2024 · 45 citations
- Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention MapsFindings of the Association for Computational LinguisticsJonas Waldendorf, Bashar Awwad Shiekh Hasan, Evgenii Tsymbalov2026
Co-authors here
- Alexander Panchenko
- Artem Shelmanov
- Ekaterina Fadeeva
- Gleb Kuzmin
- Hamdy Mubarak
- Haonan Li
- Jonas Waldendorf
- Maxim Panov
- Preslav Nakov
- Sergey Petrakov
- Timothy Baldwin
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026, Findings of the Association for Computational Linguistics 2024
Cited by
Updated
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