🧑‍🔬 Alexander Panchenko — all works

33 works · ← Alexander Panchenko

1. ParaDetox: Detoxification with Parallel DataVarvara Logacheva, Daryna Dementieva, Sergey Ustyantsev, et al.Annual Meeting of the Association for Computational Linguistics (ACL) · 120 citations
2. Text Detoxification using Large Pre-trained Neural Models · original ↗ · no summary yet · Proceedings of the 2021 Conference on Empirical Methods in Natural Language…David Dale et al.2021 · 99 citations
3. Fact-Checking the Output of Large Language Models via Token-Level Uncertainty QuantificationEkaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, et al.Findings of the Association for Computational Linguistics · 95 citations
4. TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling · original ↗ · no summary yet · Proceedings of the 10th International Workshop on Semantic Evaluation…Alexander Panchenko et al.2016 · 90 citations
5. Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-PolygraphRoman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, et al.Transactions of the Association for Computational Linguistics (TACL) · 66 citations
6. Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings · original ↗ · no summary yet · Proceedings of the 57th Annual Meeting of the Association for Computational…Rami Aly et al.2019 · 62 citations
7. LM-Polygraph: Uncertainty Estimation for Language Models · original ↗ · no summary yet · arXiv:2311.07383Ekaterina Fadeeva et al.2023 · 55 citations
8. RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language · original ↗ · no summary yet · arXiv:1803.05795Alexander Panchenko et al.2018 · 29 citations
9. A large-scale computational study of content preservation measures for text style transfer and paraphrase generation · original ↗ · no summary yet · Proceedings of the 60th Annual Meeting of the Association for Computational…Nikolay Babakov et al.2022 · 23 citations
10. Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home · original ↗ · no summary yet · Proceedings of the 63rd Annual Meeting of the Association for Computational…Viktor Moskvoretskii et al.2025 · 21 citations
11. MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages · original ↗ · no summary yet · Proceedings of the 2024 Conference of the North American Chapter of the…Daryna Dementieva, Nikolay Babakov, Alexander Panchenko2024 · 19 citations
12. Don't lose the message while paraphrasing: A study on content preserving style transfer · original ↗ · no summary yet · arXiv:2308.09055Nikolay Babakov et al.2023 · 18 citations
13. Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification · original ↗ · no summary yet · Proceedings of the 13th International Joint Conference on Natural Language…Daryna Dementieva et al.2023 · 18 citations
14. Detecting Text Formality: A Study of Text Classification Approaches · original ↗ · no summary yet · Proceedings of the 14th International Conference on Recent Advances in Natural…Daryna Dementieva, Nikolay Babakov, Alexander Panchenko2023 · 15 citations
15. Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models · original ↗ · no summary yet · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of…Artem Vazhentsev et al.2025 · 13 citations
16. Are Large Language Models Good at Lexical Semantics? A Case of Taxonomy Learning · original ↗ · no summary yet · Proceedings of the 2024 Joint International Conference on Computational…Viktor Moskvoretskii, Alexander Panchenko, Irina Nikishina2024 · 12 citations
17. xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics · original ↗ · no summary yet · Proceedings of the 2024 Conference on Empirical Methods in Natural Language…Daniil Larionov et al.2024 · 11 citations
18. LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: EMNLP 2024Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko2024 · 11 citations
19. Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models. · original ↗ · no summary yet · Proceedings of the 60th Annual Meeting of the Association for Computational…Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko2022 · 11 citations
20. Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models · original ↗ · no summary yet · Proceedings of the 2025 Conference on Empirical Methods in Natural Language…Artem Vazhentsev et al.2025 · 10 citations
21. A Study on Manual and Automatic Evaluation for Text Style Transfer: The Case of Detoxification · original ↗ · no summary yet · Proceedings of the 2nd Workshop on Human Evaluation of NLP Systems (HumEval)Varvara Logacheva et al.2022 · 10 citations
22. Methods for Detoxification of Texts for the Russian Language · original ↗ · no summary yet · arXiv:2105.09052Daryna Dementieva; Daniil Moskovskiy; Varvara Logacheva; David Dale; Olga Kozlova; Nikita Semenov;, Alexander Panchenko2021 · 8 citations
23. A Study of Heterogeneous Similarity Measures for Semantic Relation Extraction · original ↗ · no summary yet · Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 3: RECITALPanchenko, Alexander2012 · 6 citations
24. Evaluating Text Style Transfer: A Nine-language Benchmark for Text Detoxification · original ↗ · no summary yet · Proceedings of the Fifteenth Language Resources and Evaluation ConferenceVitaly Protasov et al.2026 · 3 citations
25. Studying the role of named entities for content preservation in text style transfer · original ↗ · no summary yet · arXiv:2206.09676 · Natural Language Processing and Information Systems. NLDB…Nikolay Babakov et al.2022 · 3 citations
26. Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models · original ↗ · no summary yet · arXiv:2206.02252Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko2022 · 2 citations
27. RuPAWS: A Russian Adversarial Dataset for Paraphrase Identification · original ↗ · no summary yet · Proceedings of the Thirteenth Language Resources and Evaluation ConferenceNikita Martynov et al.2022 · 1 citation
28. The Tatoxa System for Text Detoxification in Low-Resource Languages: The Case of Tatar · original ↗ · no summary yet · Proceedings of the 15th Joint Conference on Lexical and Computational Semantics…Ilseyar Alimova et al.2026
29. Boosting Self-Consistency with Ranking · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Maria Marina et al.2026
30. Fine-Grained Semantic Comparison of Legal Documents using LLMs · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Elisei Rykov et al.2026
31. Evolutionary Search for Automated Design of Uncertainty Quantification Methods · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Mikhail Seleznyov et al.2026
32. From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom · original ↗ · no summary yet · Proceedings of the Seventh Workshop on Teaching Natural Language Processing…Maria Tikhonova et al.2026
33. Search and Visualization of Semantically Related Words (Recherche et visualisation de mots sémantiquement liés) [in French] · original ↗ · no summary yet · Proceedings of TALN 2013 (Volume 2: Short Papers)Alexander Panchenko et al.2013

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