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Akim Tsvigun

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
2024 · Yuxia Wang, Jonibek Mansurov, et al. · Conference of the European Chapter of the Association for Computational Linguistics · 37
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M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
2024 · Yuxia Wang, Jonibek Mansurov, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 25
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SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
2024 · Yuxia Wang, Jonibek Mansurov, et al. · International Workshop on Semantic Evaluation (SemEval) · 24
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Uncertainty Estimation of Transformer Predictions for Misclassification Detection
2022 · Artem Vazhentsev, Gleb Kuzmin, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 22
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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 · 21
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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M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
2023 · Wang, Yuxia, Mansurov, Jonibek, et al. · TUbilio (Technical University of Darmstadt) · 19
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Active Learning for Abstractive Text Summarization
2022 · Akim Tsvigun, Ivan Lysenko, et al. · 13
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Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks
2023 · Artem Vazhentsev, Gleb Kuzmin, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 11
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Towards Computationally Feasible Deep Active Learning
2022 · Akim Tsvigun, Artem Shelmanov, et al. · Findings of the Association for Computational Linguistics: NAACL · 11
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LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
2024 · Mervat Abassy, Kareem Elozeiri, et al. · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP) · 7
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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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ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts
2022 · Akim Tsvigun, Leonid Sanochkin, et al. · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP) · 6
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A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
2025 · Artem Shelmanov, Ekaterina Fadeeva, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 5
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EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas
2024 · Mikhail Mozikov, Nikita Severin, et al. · neural information processing systems · 5
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
2024 · Wang, Yuxia, Mansurov, Jonibek, et al. · arXiv (Cornell University) · 3
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Active Learning for Abstractive Text Summarization
2023 · Tsvigun, Akim, Lysenko, Ivan, et al. · arXiv (Cornell University) · 3
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Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
2026 · Yuxia Wang, Rui Xing, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 2
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LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
2024 · Abassy, Mervat, Elozeiri, Kareem, et al. · TUbilio (Technical University of Darmstadt) · 2
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Hands-On Tutorial: Labeling with LLM and Human-in-the-Loop
2024 · Artemova, Ekaterina, Tsvigun, Akim, et al. · arXiv (Cornell University) · 1
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SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
2024 · Wang, Yuxia, Mansurov, Jonibek, et al. · arXiv (Cornell University) · 1
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Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
2026 · Association for Computational Linguistics 2026, Abassy, Mervat, et al. · Underline Science Inc.
A head to predict and a head to question: Pre-trained uncertainty quantification heads for hallucination detection in llm outputs
2025 · Shelmanov, Artem, Fadeeva, Ekaterina, et al. · Repository for Publications and Research Data (ETH Zurich)
ATGen: A Framework for Active Text Generation
2025 · Tsvigun, Akim, Vasilev, Daniil, et al. · arXiv (Cornell University)
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GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
2025 · Wang, Yuxia, Shelmanov, Artem, et al. · arXiv (Cornell University)
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Works count: 45
Citation count: 243
H-index: 10
I10-index: 10
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