---
title: "Alexander Panchenko — author profile and papers in our library"
description: "Alexander Panchenko, Skolkovo Institute of Science and Technology: 3 papers on Elamur Research (2022–2025), h-index 25 — affiliations…"
canonical: "https://research.elamur.ai/free/en/authors/alexander-panchenko/"
---
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# Alexander Panchenko

Alexander Panchenko has 3 papers in our library, in 2022–2025; often with [Ekaterina Fadeeva](https://md.research.elamur.ai/free/en/authors/ekaterina-fadeeva/), [Sergey Petrakov](https://md.research.elamur.ai/free/en/authors/sergey-petrakov/), [Timothy Baldwin](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/).

3 papers in our library · 2022–2025

[OpenAlex](https://openalex.org/A5026157285) · [ORCID](https://orcid.org/0000-0001-6097-6118) · [Wikidata](https://www.wikidata.org/wiki/Q139271626) · [**h-index 25**](https://openalex.org/authors/A5026157285) · [270 works](https://openalex.org/works?filter=author.id:A5026157285) · [2,389 citations](https://openalex.org/works?filter=author.id:A5026157285&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/#papers) · [🔗 Cited 527 times in our library](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/cited-by/) · [30 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4285](https://md.research.elamur.ai/free/en/paper-stars/page/43/#star-4285)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Alexander+Panchenko) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Alexander+Panchenko) · [dblp](https://dblp.org/search?q=Alexander+Panchenko) · [ACL Anthology](https://aclanthology.org/search/?q=Alexander+Panchenko)

## Affiliations

[🎓**Skolkovo Institute of Science and Technology** Skolkovo · Russia 2019–2026 · 105 papers*current*](https://md.research.elamur.ai/free/en/universities/skolkovo-institute-of-science-and-technology/) · [🤝**AIRI - Artificial Intelligence Research Institute** Moscow · Russia 2023–2026 · 40 papers*current*](https://ror.org/014a87f14) · [🎓**École Polytechnique Fédérale de Lausanne** Lausanne · Switzerland 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/) · [🏛️**Russian Academy of Sciences** Moscow · Russia 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/government/russian-academy-of-sciences/) · [🎓**Universität Hamburg** Hamburg · Germany 2013–2019 · 34 papers](https://md.research.elamur.ai/free/en/universities/universitat-hamburg/) · [🎓**Washington State University** Pullman · United States 2003–2024 · 16 papers](https://ror.org/05dk0ce17) · [🔬**Artificial Intelligence Research Institute** Cerdanyola del Vallès · Spain 2023–2025 · 12 papers](https://ror.org/03c0ach84) · [🎓**Technische Universität Darmstadt** Darmstadt · Germany 2015–2017 · 10 papers](https://md.research.elamur.ai/free/en/universities/technische-universitat-darmstadt/) · [🎓**UCLouvain** Louvain-la-Neuve · Belgium 2010–2014 · 10 papers](https://md.research.elamur.ai/free/en/universities/uclouvain/) · [🎓**National Research University Higher School of Economics** Moscow · Russia 2020–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/national-research-university-higher-school-of-economics/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 more institutions on single bylines are not listed.

## Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/)

## Works by year

### 2020s

[**2025** 1 paper Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph](https://md.research.elamur.ai/free/en/papers/vashurin-2025-benchmarking-uncertainty-quantification-methods-large/) · [**2024** 1 paper Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification](https://md.research.elamur.ai/free/en/papers/fadeeva-2024-fact-checking-output-large-language/) · [**2022** 1 paper ParaDetox: Detoxification with Parallel Data](https://md.research.elamur.ai/free/en/papers/logacheva-2022-paradetox-detoxification-parallel-data/)

## Papers

The most cited first (OpenAlex and our library).

1. **[ParaDetox: Detoxification with Parallel Data](https://md.research.elamur.ai/free/en/papers/logacheva-2022-paradetox-detoxification-parallel-data/)** *(2022 · 120 citations)* Most detoxification systems learn from non-parallel data because there were no corpora pairing toxic sentences with neutral rewrites. Such pairs do not occur naturally and are costly to write. The authors address this with a crowdsourcing pipeline on Yandex.Toloka that needs no expert reviewers:
2. **[Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification](https://md.research.elamur.ai/free/en/papers/fadeeva-2024-fact-checking-output-large-language/)** *(2024 · 95 citations)* LLMs often slip false statements into otherwise accurate text, and readers rarely notice them. The authors propose a fact-checking pipeline that needs no external knowledge base. The output is split into atomic claims (as in FactScore, via the OpenAI Chat API), and each claim is aligned with its tokens. Token-level…
3. **[Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph](https://md.research.elamur.ai/free/en/papers/vashurin-2025-benchmarking-uncertainty-quantification-methods-large/)** *(2025 · 66 citations)* Uncertainty quantification (UQ) can help flag hallucinated or low-quality outputs of large language models. Earlier work on UQ for LLMs used incompatible methods and evaluation setups, so findings were hard to compare.

## All works

33 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. **[ParaDetox: Detoxification with Parallel Data](https://md.research.elamur.ai/free/en/papers/logacheva-2022-paradetox-detoxification-parallel-data/)**Varvara Logacheva, Daryna Dementieva, Sergey Ustyantsev, et al.*[Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) · 120 citations*
2. **[Text Detoxification using Large Pre-trained Neural Models](https://aclanthology.org/2021.emnlp-main.629/) · 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 Quantification](https://md.research.elamur.ai/free/en/papers/fadeeva-2024-fact-checking-output-large-language/)**Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, et al.*[Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) · 95 citations*
4. **[TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling](https://aclanthology.org/S16-1206/) · 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-Polygraph](https://md.research.elamur.ai/free/en/papers/vashurin-2025-benchmarking-uncertainty-quantification-methods-large/)**Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, et al.*[Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/) · 66 citations*
6. **[Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings](https://aclanthology.org/P19-1474/) · 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](https://arxiv.org/abs/2311.07383) · original ↗ · no summary yet · arXiv:2311.07383**Ekaterina Fadeeva et al.*2023 · 55 citations*
8. **[RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language](https://arxiv.org/abs/1803.05795) · original ↗ · no summary yet · arXiv:1803.05795**Alexander Panchenko et al.*2018 · 29 citations*
9. **[A large-scale computational study of content preservation measures for text style transfer and paraphrase generation](https://aclanthology.org/2022.acl-srw.23/) · 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](https://aclanthology.org/2025.acl-long.319/) · 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](https://aclanthology.org/2024.naacl-short.12/) · original ↗ · no summary yet · Proceedings of the 2024 Conference of the North American Chapter of the…**Daryna Dementieva, Nikolay Babakov, Alexander Panchenko*2024 · 19 citations*
12. **[Don't lose the message while paraphrasing: A study on content preserving style transfer](https://arxiv.org/abs/2308.09055) · original ↗ · no summary yet · arXiv:2308.09055**Nikolay Babakov et al.*2023 · 18 citations*
13. **[Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification](https://aclanthology.org/2023.ijcnlp-main.70/) · 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](https://aclanthology.org/2023.ranlp-1.31/) · original ↗ · no summary yet · Proceedings of the 14th International Conference on Recent Advances in Natural…**Daryna Dementieva, Nikolay Babakov, Alexander Panchenko*2023 · 15 citations*
15. **[Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models](https://aclanthology.org/2025.naacl-long.113/) · 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](https://aclanthology.org/2024.lrec-main.133/) · original ↗ · no summary yet · Proceedings of the 2024 Joint International Conference on Computational…**Viktor Moskvoretskii, Alexander Panchenko, Irina Nikishina*2024 · 12 citations*
17. **[xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics](https://aclanthology.org/2024.emnlp-main.1223/) · 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](https://aclanthology.org/2024.findings-emnlp.839/) · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: EMNLP 2024**Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko*2024 · 11 citations*
19. **[Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models.](https://aclanthology.org/2022.acl-srw.26/) · original ↗ · no summary yet · Proceedings of the 60th Annual Meeting of the Association for Computational…**Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko*2022 · 11 citations*
20. **[Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models](https://aclanthology.org/2025.emnlp-main.1807/) · 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](https://aclanthology.org/2022.humeval-1.8/) · 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](https://arxiv.org/abs/2105.09052) · original ↗ · no summary yet · arXiv:2105.09052**Daryna Dementieva; Daniil Moskovskiy; Varvara Logacheva; David Dale; Olga Kozlova; Nikita Semenov;, Alexander Panchenko*2021 · 8 citations*
23. **[A Study of Heterogeneous Similarity Measures for Semantic Relation Extraction](https://aclanthology.org/F12-3003/) · original ↗ · no summary yet · Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 3: RECITAL**Panchenko, Alexander*2012 · 6 citations*
24. **[Evaluating Text Style Transfer: A Nine-language Benchmark for Text Detoxification](https://aclanthology.org/2026.lrec-1.358/) · original ↗ · no summary yet · Proceedings of the Fifteenth Language Resources and Evaluation Conference**Vitaly Protasov et al.*2026 · 3 citations*
25. **[Studying the role of named entities for content preservation in text style transfer](https://doi.org/10.1007/978-3-031-08473-7_40) · original ↗ · no summary yet · arXiv:2206.09676 · Natural Language Processing and Information Systems. NLDB…**Nikolay Babakov et al.*2022 · 3 citations*

[See all 33 works by Alexander Panchenko →](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/works/)

## Co-authors here

12 co-authors with a page, the most papers together first.

- [Ekaterina Fadeeva](https://md.research.elamur.ai/free/en/authors/ekaterina-fadeeva/) ×2
- [Sergey Petrakov](https://md.research.elamur.ai/free/en/authors/sergey-petrakov/) ×2
- [Timothy Baldwin](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/) ×2
- [Abdelrahman Sadallah](https://md.research.elamur.ai/free/en/authors/abdelrahman-sadallah/)
- [Artem Shelmanov](https://md.research.elamur.ai/free/en/authors/artem-shelmanov/)
- [Daniil Moskovskiy](https://md.research.elamur.ai/free/en/authors/daniil-moskovskiy/)
- [Daryna Dementieva](https://md.research.elamur.ai/free/en/authors/daryna-dementieva/)
- [David Dale](https://md.research.elamur.ai/free/en/authors/david-dale/)
- [Hamdy Mubarak](https://md.research.elamur.ai/free/en/authors/hamdy-mubarak/)
- [Haonan Li](https://md.research.elamur.ai/free/en/authors/haonan-li/)
- [Preslav Nakov](https://md.research.elamur.ai/free/en/authors/preslav-nakov/)
- [Varvara Logacheva](https://md.research.elamur.ai/free/en/authors/varvara-logacheva/)

## Venues

Where their works here were published, the most works first, with the editions of those that have a page.

- [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×6: [ACL 2022](https://md.research.elamur.ai/free/en/venues/acl/2022/)
- Proceedings of the 2021 Conference on Empirical Methods in… ×3
- Proceedings of the 60th Annual Meeting of the Association… ×2
- Proceedings of the Thirteenth Language Resources and… ×2
- [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)
- [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/)
- [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2025](https://md.research.elamur.ai/free/en/venues/tacl/2025/)
- Findings of the Association for Computational Linguistics…
- Proceedings of TALN 2013 (Volume 2: Short Papers)
- Proceedings of the 10th International Workshop on Semantic…
- Proceedings of the 13th International Joint Conference on…
- Proceedings of the 14th International Conference on Recent…

## Cited by

Papers of our library cite their works 527 times (of the 141,840 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/cited-by/).

Updated 24 October 2026