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Publications by: Ilya Makarov

2026

Adversarial Training and Contrastive Loss: Addressing Biases in Non-Topical Classification and Text Regression Tasks

Mikhail Lepekhin, Serge Sharoff, Ilya Makarov

IEEE Access•March 2026
NLPText ClassificationContrastive LearningTrustworthy AIIEEE Access
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2026

Shughni Machine Translation Enhanced by Donor Languages

Dmitry Novokshanov, Innokentiy S. Humonen, Ilya Makarov

Proceedings of the First Workshop on NLP and LLMs for the Iranian Language Family (SilkRoadNLP)•March 2026
NLPMachine TranslationLow-Resource Languages
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2026

Offensive Yet Efficient: Semantic Summarization via Obscene Lexicon

Anton Perekhodov, Ilya Makarov

AAAI 2026 Workshop on AI Governance (AIGOV)•January 2026
NLPText SummarizationRussianAI EthicsAAAI
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2025

HL-EAI: A Multimodal Framework Enabling Emotional Reciprocity in Human-AI Strategic Decision-Making

Mikhail Mozikov, Daniil Orekhov, Ivan Nasonov, Konstantin Baltsat, Vladislav Pedashenko, Dmitrii Abramov,

Proceedings of the 33rd ACM International Conference on Multimedia•October 2025
DOI: https://doi.org/10.1145/3746027.3754468
LLMNLPAffective ComputingGame TheoryHCIACM MM
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Related project: Emotions for Human-Computer Interaction (HCI): recognizing, generating, interacting
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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