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Roman Vashurin

Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
2025 · Roman Vashurin, Ekaterina Fadeeva, et al. · Transactions of the Association for Computational Linguistics · 20
LM-Polygraph: Uncertainty Estimation for Language Models
2023 · Ekaterina Fadeeva, Roman Vashurin, et al. · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP) · 20
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Efficient Out-of-Domain Detection for Sequence to Sequence Models
2023 · Artem Vazhentsev, Akim Tsvigun, et al. · 6
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Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval-Augmented Generation
2026 · Ekaterina Fadeeva, Aleksandr Rubashevskii, et al. · 2
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Uncertainty Quantification for Large Language Models
2025 · Artem Shelmanov, Maxim Panov, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 2
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Uncertainty Quantification for Large Language Models
2026 · Maxim Panov, Artem Shelmanov, et al. · Lecture notes in computer science · 1
Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
2025 · Fadeeva, Ekaterina, Goloburda, Maiya, et al. · arXiv (Cornell University) · 1
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UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models
2025 · Roman Vashurin, Maiya Goloburda, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval-Augmented Generation
2026 · Association for Computational Linguistics 2026, Baldwin, Timothy, et al. · Underline Science Inc.
Why Don't You Know? Evaluating the Impact of Uncertainty Sources on Uncertainty Quantification in LLMs
2026 · Goloburda, Maiya, Vashurin, Roman, et al. · arXiv (Cornell University)
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ReDAct: Uncertainty-Aware Deferral for LLM Agents
2026 · Piatrashyn, Dzianis, Kotelevskii, Nikita, et al. · arXiv (Cornell University)
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Uncertainty Quantification for LLMs through Minimum Bayes Risk: Bridging Confidence and Consistency
2025 · Vashurin, Roman, Goloburda, Maiya, et al. · arXiv (Cornell University)
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CoCoA: A Minimum Bayes Risk Framework Bridging Confidence and Consistency for Uncertainty Quantification in LLMs
2025 · Roman Vashurin, Maiya Goloburda, et al. · neural information processing systems
LM-Polygraph: Uncertainty Estimation for Language Models
2023 · Fadeeva, Ekaterina, Vashurin, Roman, et al. · arXiv (Cornell University)
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Embedded Ensembles: Infinite Width Limit and Operating Regimes
2022 · Velikanov, Maksim, Kail, Roman, et al. · arXiv (Cornell University)
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Works count: 20
Citation count: 52
H-index: 3
I10-index: 2
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