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Publications by: Ilya Makarov

2026

ReDAct: Uncertainty-Aware Deferral for LLM Agents

Dzianis Piatrashyn, Nikita Kotelevskii, Kirill Grishchenkov, Nikita Glazkov, Ivan Nasonov, Ilya Makarov,

arXiv preprint arXiv:2604.07036•April 2026
LLM AgentsUncertainty EstimationTrustworthy AIarXiv
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2025

ATGen: A Framework for Active Text Generation

Akim Tsvigun, Daniil Vasilev, Ivan Tsvigun, Ivan Lysenko, Talgat Bektleuov, Aleksandr Medvedev,

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics•July 2025
NLPActive LearningGenerative AIUncertainty EstimationACL
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