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Akim Tsvigun
Akim Tsvigun
Senior Data Scientist at Semrush & Lecturer at Higher School of Economics
Подтвержден адрес электронной почты в домене airi.net - Главная страница
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Процитировано
Процитировано
Год
M4: Multi-generator, multi-domain, and multi-lingual black-box machine-generated text detection
Y Wang, J Mansurov, P Ivanov, J Su, A Shelmanov, A Tsvigun, ...
arXiv preprint arXiv:2305.14902, 2023
412023
Uncertainty Estimation of Transformer Predictions for Misclassification Detection
A Vazhentsev, G Kuzmin, A Shelmanov, A Tsvigun, E Tsymbalov, ...
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
252022
Active Learning for Abstractive Text Summarization
A Tsvigun, I Lysenko, D Sedashov, I Lazichny, E Damirov, V Karlov, ...
Findings of the Association for Computational Linguistics: EMNLP 2022, 5128–5152, 2022
132022
Towards Computationally Feasible Deep Active Learning
A Tsvigun, A Shelmanov, G Kuzmin, L Sanochkin, D Larionov, G Gusev, ...
Findings of the Association for Computational Linguistics: NAACL 2022, 1198–1218, 2022
102022
Semeval-2024 task 8: Multigenerator, multidomain, and multilingual black-box machine-generated text detection
Y Wang, J Mansurov, P Ivanov, J Su, A Shelmanov, A Tsvigun, ...
Proceedings of the 18th International Workshop on Semantic Evaluation, SemEval, 2024
72024
Hybrid uncertainty quantification for selective text classification in ambiguous tasks
A Vazhentsev, G Kuzmin, A Tsvigun, A Panchenko, M Panov, M Burtsev, ...
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
62023
Efficient out-of-domain detection for sequence to sequence models
A Vazhentsev, A Tsvigun, R Vashurin, S Petrakov, D Vasilev, M Panov, ...
Findings of the Association for Computational Linguistics: ACL 2023, 1430-1454, 2023
52023
LM-Polygraph: Uncertainty Estimation for Language Models
E Fadeeva, R Vashurin, A Tsvigun, A Vazhentsev, S Petrakov, K Fedyanin, ...
arXiv preprint arXiv:2311.07383, 2023
32023
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts
A Tsvigun, L Sanochkin, D Larionov, G Kuzmin, A Vazhentsev, I Lazichny, ...
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
22022
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
Y Wang, J Mansurov, P Ivanov, J Su, A Shelmanov, A Tsvigun, OM Afzal, ...
arXiv preprint arXiv:2402.11175, 2024
12024
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